sub-21_ses-02_task-highspeed_rec-prenorm_run-02_carpetplot.svg 420 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490491492493494495496497498499500501502503504505506507508509510511512513514515516517518519520521522523524525526527528529530531532533534535536537538539540541542543544545546547548549550551552553554555556557558559560561562563564565566567568569570571572573574575576577578579580581582583584585586587588589590591592593594595596597598599600601602603604605606607608609610611612613614615616617618619620621622623624625626627628629630631632633634635636637638639640641642643644645646647648649650651652653654655656657658659660661662663664665666667668669670671672673674675676677678679680681682683684685686687688689690691692693694695696697698699700701702703704705706707708709710711712713714715716717718719720721722723724725726727728729730731732733734735736737738739740741742743744745746747748749750751752753754755756757758759760761762763764765766767768769770771772773774775776777778779780781782783784785786787788789790791792793794795796797798799800801802803804805806807808809810811812813814815816817818819820821822823824825826827828829830831832833834835836837838839840841842843844845846847848849850851852853854855856857858859860861862863864865866867868869870871872873874875876877878879880881882883884885886887888889890891892893894895896897898899900901902903904905906907908909910911912913914915916917918919920921922923924925926927928929930931932933934935936937938939940941942943944945946947948949950951952953954955956957958959960961962963964965966967968969970971972973974975976977978979980981982983984985986987988989990991992993994995996997998999100010011002100310041005100610071008100910101011101210131014101510161017101810191020102110221023102410251026102710281029103010311032103310341035103610371038103910401041104210431044104510461047104810491050105110521053105410551056105710581059106010611062106310641065106610671068106910701071107210731074107510761077107810791080108110821083108410851086108710881089109010911092109310941095109610971098109911001101110211031104110511061107110811091110111111121113111411151116111711181119112011211122112311241125112611271128112911301131113211331134113511361137113811391140114111421143114411451146114711481149115011511152115311541155115611571158115911601161116211631164116511661167116811691170117111721173117411751176117711781179118011811182118311841185118611871188118911901191119211931194119511961197119811991200120112021203120412051206120712081209121012111212121312141215121612171218121912201221122212231224122512261227122812291230123112321233123412351236123712381239124012411242124312441245124612471248124912501251125212531254125512561257125812591260126112621263126412651266126712681269127012711272127312741275127612771278127912801281128212831284128512861287128812891290129112921293129412951296129712981299130013011302130313041305130613071308130913101311131213131314131513161317131813191320132113221323132413251326132713281329133013311332133313341335133613371338133913401341134213431344134513461347134813491350135113521353135413551356135713581359136013611362136313641365136613671368136913701371137213731374137513761377137813791380138113821383138413851386138713881389139013911392139313941395139613971398139914001401140214031404140514061407140814091410141114121413141414151416141714181419142014211422142314241425142614271428142914301431143214331434143514361437143814391440144114421443144414451446144714481449145014511452145314541455145614571458145914601461146214631464146514661467146814691470147114721473147414751476147714781479148014811482148314841485148614871488148914901491149214931494149514961497149814991500150115021503150415051506150715081509151015111512151315141515151615171518151915201521152215231524152515261527152815291530153115321533153415351536153715381539154015411542154315441545154615471548154915501551155215531554155515561557155815591560156115621563156415651566156715681569157015711572157315741575157615771578157915801581158215831584158515861587158815891590159115921593159415951596159715981599160016011602160316041605160616071608160916101611161216131614161516161617161816191620162116221623162416251626162716281629163016311632163316341635163616371638163916401641164216431644164516461647164816491650165116521653165416551656165716581659166016611662166316641665166616671668166916701671167216731674167516761677167816791680168116821683168416851686168716881689169016911692169316941695169616971698169917001701170217031704170517061707170817091710171117121713171417151716171717181719172017211722172317241725172617271728172917301731173217331734173517361737173817391740174117421743174417451746174717481749175017511752175317541755175617571758175917601761176217631764176517661767176817691770177117721773177417751776177717781779178017811782178317841785178617871788178917901791179217931794179517961797179817991800180118021803180418051806180718081809181018111812181318141815181618171818181918201821182218231824182518261827182818291830183118321833183418351836183718381839184018411842184318441845184618471848184918501851185218531854185518561857185818591860186118621863186418651866186718681869187018711872187318741875187618771878187918801881188218831884188518861887188818891890189118921893189418951896189718981899190019011902190319041905190619071908190919101911191219131914191519161917191819191920192119221923192419251926192719281929193019311932193319341935193619371938193919401941194219431944194519461947194819491950195119521953195419551956195719581959196019611962196319641965196619671968196919701971197219731974197519761977197819791980198119821983198419851986198719881989199019911992199319941995199619971998199920002001200220032004200520062007200820092010201120122013201420152016201720182019202020212022202320242025202620272028202920302031203220332034203520362037203820392040204120422043204420452046204720482049205020512052205320542055205620572058205920602061206220632064206520662067206820692070207120722073207420752076207720782079208020812082208320842085208620872088208920902091209220932094209520962097209820992100210121022103210421052106210721082109211021112112211321142115211621172118211921202121212221232124212521262127212821292130213121322133213421352136213721382139214021412142214321442145214621472148214921502151215221532154215521562157215821592160216121622163216421652166216721682169217021712172217321742175217621772178217921802181218221832184218521862187218821892190219121922193219421952196219721982199220022012202220322042205220622072208220922102211221222132214221522162217221822192220222122222223222422252226222722282229223022312232223322342235223622372238223922402241224222432244224522462247224822492250225122522253225422552256225722582259226022612262226322642265226622672268226922702271227222732274227522762277227822792280228122822283228422852286228722882289229022912292229322942295229622972298229923002301230223032304230523062307230823092310231123122313231423152316231723182319232023212322232323242325232623272328232923302331233223332334233523362337233823392340234123422343234423452346234723482349235023512352235323542355235623572358235923602361236223632364236523662367236823692370237123722373237423752376237723782379238023812382238323842385238623872388238923902391239223932394239523962397239823992400240124022403240424052406240724082409241024112412241324142415241624172418241924202421242224232424242524262427242824292430243124322433243424352436243724382439244024412442244324442445244624472448244924502451245224532454245524562457245824592460246124622463246424652466246724682469247024712472247324742475247624772478247924802481248224832484248524862487248824892490249124922493249424952496249724982499250025012502250325042505250625072508250925102511251225132514251525162517251825192520252125222523252425252526252725282529253025312532253325342535253625372538253925402541254225432544254525462547254825492550255125522553255425552556255725582559256025612562256325642565256625672568256925702571257225732574257525762577257825792580258125822583258425852586258725882589259025912592259325942595259625972598259926002601260226032604260526062607260826092610261126122613261426152616261726182619262026212622262326242625262626272628262926302631263226332634263526362637263826392640264126422643264426452646264726482649265026512652265326542655265626572658265926602661266226632664266526662667266826692670267126722673267426752676267726782679268026812682268326842685268626872688268926902691269226932694269526962697269826992700270127022703270427052706270727082709271027112712271327142715271627172718271927202721272227232724272527262727272827292730273127322733273427352736273727382739274027412742274327442745274627472748274927502751275227532754275527562757275827592760276127622763276427652766276727682769277027712772277327742775277627772778277927802781278227832784278527862787278827892790279127922793279427952796279727982799280028012802280328042805280628072808280928102811281228132814281528162817281828192820282128222823282428252826282728282829283028312832283328342835283628372838283928402841284228432844284528462847284828492850285128522853285428552856285728582859286028612862286328642865286628672868286928702871287228732874287528762877287828792880288128822883288428852886288728882889289028912892289328942895289628972898289929002901290229032904290529062907290829092910291129122913291429152916291729182919292029212922292329242925292629272928292929302931293229332934293529362937293829392940294129422943294429452946294729482949295029512952295329542955295629572958295929602961296229632964296529662967296829692970297129722973297429752976297729782979298029812982298329842985298629872988298929902991299229932994299529962997299829993000300130023003300430053006300730083009301030113012301330143015301630173018301930203021302230233024302530263027302830293030303130323033303430353036303730383039304030413042304330443045304630473048304930503051305230533054305530563057305830593060306130623063306430653066306730683069307030713072307330743075307630773078307930803081308230833084308530863087308830893090309130923093309430953096309730983099310031013102310331043105310631073108310931103111311231133114311531163117311831193120312131223123312431253126312731283129313031313132313331343135313631373138313931403141314231433144314531463147314831493150315131523153315431553156315731583159316031613162316331643165316631673168316931703171317231733174317531763177317831793180318131823183318431853186318731883189319031913192319331943195319631973198319932003201320232033204320532063207320832093210321132123213321432153216321732183219322032213222322332243225322632273228322932303231323232333234323532363237323832393240324132423243324432453246324732483249325032513252325332543255325632573258325932603261326232633264326532663267326832693270327132723273327432753276327732783279328032813282328332843285328632873288328932903291329232933294329532963297329832993300330133023303330433053306330733083309331033113312331333143315331633173318331933203321332233233324332533263327332833293330333133323333333433353336333733383339334033413342334333443345334633473348334933503351335233533354335533563357335833593360336133623363336433653366336733683369337033713372337333743375337633773378337933803381338233833384338533863387338833893390339133923393339433953396339733983399340034013402340334043405340634073408340934103411341234133414341534163417341834193420342134223423342434253426342734283429343034313432343334343435343634373438343934403441344234433444344534463447344834493450345134523453345434553456345734583459346034613462
  1. <?xml version="1.0" encoding="utf-8" standalone="no"?>
  2. <!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
  3. "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
  4. <!-- Created with matplotlib (http://matplotlib.org/) -->
  5. <svg height="309.883863pt" version="1.1" viewBox="0 0 384.281346 309.883863" width="384.281346pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
  6. <defs>
  7. <style type="text/css">
  8. *{stroke-linecap:butt;stroke-linejoin:round;}
  9. </style>
  10. </defs>
  11. <g id="figure_1">
  12. <g id="patch_1">
  13. <path d="M 0 309.883863
  14. L 384.281346 309.883863
  15. L 384.281346 0
  16. L 0 0
  17. z
  18. " style="fill:#ffffff;"/>
  19. </g>
  20. <g id="axes_1">
  21. <g id="patch_2">
  22. <path d="M 18.697188 37.546752
  23. L 372.281346 37.546752
  24. L 372.281346 12
  25. L 18.697188 12
  26. z
  27. " style="fill:#ffffff;"/>
  28. </g>
  29. <g id="matplotlib.axis_1">
  30. <g id="xtick_1"/>
  31. <g id="xtick_2"/>
  32. <g id="xtick_3"/>
  33. <g id="xtick_4"/>
  34. <g id="xtick_5"/>
  35. </g>
  36. <g id="matplotlib.axis_2"/>
  37. <g id="line2d_1">
  38. <path clip-path="url(#p7869cb8e71)" d="M 18.697188 23.109799
  39. L 372.281346 23.109799
  40. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  41. </g>
  42. <g id="line2d_2">
  43. <path clip-path="url(#p7869cb8e71)" d="M 18.697188 23.273671
  44. L 19.365589 23.484786
  45. L 20.702391 23.527923
  46. L 21.370792 23.342975
  47. L 22.707594 23.334002
  48. L 24.044396 23.367301
  49. L 24.712797 23.434071
  50. L 26.049599 23.111417
  51. L 27.386401 23.067266
  52. L 29.391604 23.612888
  53. L 32.065209 23.709892
  54. L 32.73361 23.802026
  55. L 34.070412 23.536526
  56. L 36.075615 23.590293
  57. L 38.749219 23.614371
  58. L 39.41762 23.577933
  59. L 41.422823 23.871911
  60. L 42.091224 23.826734
  61. L 42.759626 23.649116
  62. L 45.43323 23.733747
  63. L 46.101631 23.999408
  64. L 47.438433 24.056587
  65. L 48.106834 23.964725
  66. L 49.443636 24.029431
  67. L 50.780438 24.342815
  68. L 51.448839 24.33912
  69. L 52.785641 23.973266
  70. L 53.454042 24.103939
  71. L 54.790845 23.740768
  72. L 58.13285 24.001139
  73. L 59.469652 23.823446
  74. L 60.138053 23.757726
  75. L 60.806454 23.449781
  76. L 62.143256 23.493215
  77. L 63.480058 23.784697
  78. L 64.81686 23.491781
  79. L 66.153662 24.108204
  80. L 67.490465 24.148128
  81. L 68.158866 24.056179
  82. L 71.500871 24.418906
  83. L 72.169272 24.404543
  84. L 73.506074 24.159672
  85. L 74.842876 24.077043
  86. L 75.511277 23.952093
  87. L 77.51648 24.038652
  88. L 79.521684 23.617882
  89. L 80.190085 23.696877
  90. L 81.526887 24.145161
  91. L 83.53209 24.043881
  92. L 85.537293 23.413306
  93. L 86.205694 23.551741
  94. L 87.542496 23.665444
  95. L 88.210897 23.789628
  96. L 90.2161 23.305931
  97. L 92.221304 23.754315
  98. L 95.563309 23.818317
  99. L 96.23171 24.303794
  100. L 96.900111 24.576129
  101. L 97.568512 24.677373
  102. L 98.905314 24.103853
  103. L 100.242116 24.076425
  104. L 100.910517 24.161922
  105. L 102.247319 23.999013
  106. L 102.915721 23.954577
  107. L 105.589325 23.325646
  108. L 106.926127 23.429226
  109. L 107.594528 23.778072
  110. L 108.262929 23.987839
  111. L 109.599731 23.758616
  112. L 110.268132 23.568527
  113. L 110.936533 23.593087
  114. L 112.273335 24.105497
  115. L 112.941736 24.173788
  116. L 113.610137 23.924826
  117. L 114.278538 23.545401
  118. L 116.283742 23.414369
  119. L 116.952143 23.498023
  120. L 117.620544 23.728939
  121. L 118.288945 24.150637
  122. L 119.625747 24.26366
  123. L 120.294148 24.220139
  124. L 122.299351 23.769086
  125. L 122.967752 23.684553
  126. L 124.304554 23.898041
  127. L 124.972955 24.079713
  128. L 126.309757 23.873568
  129. L 126.978159 23.924764
  130. L 127.64656 24.120824
  131. L 128.983362 23.835485
  132. L 129.651763 23.49413
  133. L 130.320164 23.526638
  134. L 130.988565 23.840293
  135. L 132.325367 23.558354
  136. L 132.993768 23.112826
  137. L 133.662169 23.050159
  138. L 134.33057 23.359266
  139. L 135.667372 23.429164
  140. L 137.004174 22.941907
  141. L 138.340976 23.56069
  142. L 140.34618 23.93731
  143. L 141.014581 24.218112
  144. L 142.351383 24.504217
  145. L 143.019784 24.334077
  146. L 143.688185 23.91584
  147. L 144.356586 23.785809
  148. L 145.024987 24.11583
  149. L 145.693388 24.01979
  150. L 146.361789 24.192983
  151. L 147.03019 24.764847
  152. L 147.698591 24.161786
  153. L 148.366992 24.357623
  154. L 149.035393 23.940326
  155. L 149.703794 23.815041
  156. L 152.377399 24.030074
  157. L 153.0458 23.619031
  158. L 153.714201 23.695875
  159. L 154.382602 23.60316
  160. L 157.724607 24.325672
  161. L 159.061409 24.531076
  162. L 161.066612 24.297082
  163. L 162.403414 23.887102
  164. L 163.071816 23.829701
  165. L 164.408618 24.164938
  166. L 168.419024 23.421859
  167. L 169.755826 23.54482
  168. L 170.424227 23.709447
  169. L 171.761029 23.89196
  170. L 172.42943 24.21051
  171. L 173.766232 23.935283
  172. L 174.434633 23.504068
  173. L 175.103035 23.257714
  174. L 179.113441 24.140563
  175. L 179.781842 24.122159
  176. L 181.118644 23.792607
  177. L 181.787045 23.935789
  178. L 182.455446 23.946963
  179. L 183.792248 23.447272
  180. L 185.797451 23.234884
  181. L 187.802655 23.817328
  182. L 188.471056 24.200239
  183. L 190.476259 24.430104
  184. L 191.14466 24.112579
  185. L 191.813061 24.148338
  186. L 192.481462 23.941265
  187. L 193.149863 23.865237
  188. L 193.818264 23.626052
  189. L 195.155066 24.012003
  190. L 195.823467 23.987752
  191. L 196.491868 23.828255
  192. L 197.160269 23.928769
  193. L 197.82867 23.819738
  194. L 198.497071 23.511311
  195. L 199.165473 23.702253
  196. L 202.507478 23.573891
  197. L 204.512681 23.828057
  198. L 206.517884 23.425308
  199. L 207.854686 23.07792
  200. L 208.523087 23.307489
  201. L 210.52829 23.278553
  202. L 211.196692 23.614841
  203. L 211.865093 23.667224
  204. L 213.201895 24.094929
  205. L 213.870296 23.63908
  206. L 214.538697 23.600602
  207. L 215.207098 22.938941
  208. L 216.5439 22.776205
  209. L 217.212301 23.343952
  210. L 219.217504 24.261052
  211. L 219.885905 24.331753
  212. L 220.554306 24.173417
  213. L 221.222707 24.375484
  214. L 223.227911 24.454417
  215. L 223.896312 24.500113
  216. L 224.564713 24.332643
  217. L 225.233114 24.305339
  218. L 227.238317 23.676
  219. L 228.575119 23.39945
  220. L 229.24352 23.221585
  221. L 231.248723 23.448471
  222. L 231.917124 23.634296
  223. L 232.585525 23.701067
  224. L 233.922327 23.133727
  225. L 234.590728 23.203254
  226. L 235.25913 23.14982
  227. L 235.927531 23.397991
  228. L 236.595932 23.503178
  229. L 237.264333 23.927557
  230. L 239.269536 24.132183
  231. L 239.937937 24.031879
  232. L 240.606338 23.8043
  233. L 241.94314 23.045363
  234. L 242.611541 23.253029
  235. L 243.279942 23.644506
  236. L 245.953546 24.186
  237. L 247.95875 23.964317
  238. L 248.627151 23.971659
  239. L 249.963953 23.638239
  240. L 251.300755 23.569627
  241. L 253.305958 23.896817
  242. L 254.64276 23.733846
  243. L 255.311161 23.964762
  244. L 255.979562 24.046563
  245. L 257.316364 23.759185
  246. L 257.984765 23.879612
  247. L 259.321568 24.612703
  248. L 259.989969 24.642059
  249. L 261.326771 24.230373
  250. L 261.995172 24.004834
  251. L 262.663573 24.071877
  252. L 264.668776 23.624025
  253. L 265.337177 23.674319
  254. L 266.005578 23.56493
  255. L 266.673979 23.639154
  256. L 268.010781 23.431389
  257. L 268.679182 23.581382
  258. L 269.347583 23.556574
  259. L 270.015984 23.365014
  260. L 270.684385 23.302347
  261. L 271.352787 23.428645
  262. L 272.021188 23.289764
  263. L 272.689589 23.401415
  264. L 274.026391 23.420289
  265. L 275.363193 22.846918
  266. L 276.031594 22.860539
  267. L 278.705198 23.663541
  268. L 279.373599 23.779209
  269. L 280.042 24.071704
  270. L 281.378802 24.018344
  271. L 282.715604 23.732536
  272. L 286.05761 23.931896
  273. L 287.394412 23.579701
  274. L 288.731214 23.748085
  275. L 289.399615 23.645272
  276. L 292.073219 23.89594
  277. L 292.74162 23.785933
  278. L 294.746823 22.969755
  279. L 296.752027 23.864013
  280. L 297.420428 23.942353
  281. L 298.75723 23.469953
  282. L 299.425631 23.473612
  283. L 300.094032 23.771446
  284. L 302.099235 23.923046
  285. L 302.767636 23.88374
  286. L 303.436037 24.03864
  287. L 305.44124 24.113791
  288. L 307.446444 23.608673
  289. L 309.451647 23.331258
  290. L 312.125251 23.394085
  291. L 312.793652 23.112925
  292. L 313.462053 23.258406
  293. L 314.130454 23.245131
  294. L 315.467256 23.845312
  295. L 316.135657 23.961326
  296. L 318.14086 23.802557
  297. L 319.477663 23.520495
  298. L 320.146064 23.621392
  299. L 320.814465 23.449175
  300. L 322.151267 23.407422
  301. L 322.819668 23.698879
  302. L 325.493272 23.707099
  303. L 326.830074 23.930252
  304. L 327.498475 23.916989
  305. L 328.166876 23.622504
  306. L 328.835277 23.120749
  307. L 329.503678 22.833804
  308. L 330.172079 22.669053
  309. L 332.177283 23.141959
  310. L 332.845684 23.018306
  311. L 334.182486 23.620885
  312. L 334.850887 23.41071
  313. L 336.85609 23.860898
  314. L 338.861293 24.112629
  315. L 339.529694 23.603976
  316. L 341.534897 23.21753
  317. L 344.208502 23.12421
  318. L 344.876903 23.181438
  319. L 345.545304 23.460769
  320. L 348.887309 23.888697
  321. L 351.560913 23.519778
  322. L 352.897715 23.448594
  323. L 354.234517 23.219199
  324. L 356.239721 23.701314
  325. L 356.908122 23.595769
  326. L 358.244924 23.036315
  327. L 358.913325 23.072741
  328. L 359.581726 23.387485
  329. L 361.586929 23.418905
  330. L 363.592132 23.97339
  331. L 365.597335 23.882096
  332. L 367.602539 23.108475
  333. L 369.607742 23.050419
  334. L 370.276143 23.032817
  335. L 370.944544 23.32195
  336. L 372.281346 23.373505
  337. L 372.281346 23.373505
  338. " style="fill:none;stroke:#f77189;stroke-linecap:round;stroke-width:0.8;"/>
  339. </g>
  340. <g id="text_1">
  341. <g id="patch_3">
  342. <path d="M 18.697188 25.935276
  343. L 29.974688 25.935276
  344. Q 32.374688 25.935276 32.374688 23.535276
  345. L 32.374688 15.792776
  346. Q 32.374688 13.392776 29.974688 13.392776
  347. L 18.697188 13.392776
  348. Q 16.297188 13.392776 16.297188 15.792776
  349. L 16.297188 23.535276
  350. Q 16.297188 25.935276 18.697188 25.935276
  351. z
  352. " style="fill:#ffffff;opacity:0.8;"/>
  353. </g>
  354. <!-- GS -->
  355. <defs>
  356. <path d="M 59.515625 10.40625
  357. L 59.515625 29.984375
  358. L 43.40625 29.984375
  359. L 43.40625 38.09375
  360. L 69.28125 38.09375
  361. L 69.28125 6.78125
  362. Q 63.578125 2.734375 56.6875 0.65625
  363. Q 49.8125 -1.421875 42 -1.421875
  364. Q 24.90625 -1.421875 15.25 8.5625
  365. Q 5.609375 18.5625 5.609375 36.375
  366. Q 5.609375 54.25 15.25 64.234375
  367. Q 24.90625 74.21875 42 74.21875
  368. Q 49.125 74.21875 55.546875 72.453125
  369. Q 61.96875 70.703125 67.390625 67.28125
  370. L 67.390625 56.78125
  371. Q 61.921875 61.421875 55.765625 63.765625
  372. Q 49.609375 66.109375 42.828125 66.109375
  373. Q 29.4375 66.109375 22.71875 58.640625
  374. Q 16.015625 51.171875 16.015625 36.375
  375. Q 16.015625 21.625 22.71875 14.15625
  376. Q 29.4375 6.6875 42.828125 6.6875
  377. Q 48.046875 6.6875 52.140625 7.59375
  378. Q 56.25 8.5 59.515625 10.40625
  379. z
  380. " id="DejaVuSans-47"/>
  381. <path d="M 53.515625 70.515625
  382. L 53.515625 60.890625
  383. Q 47.90625 63.578125 42.921875 64.890625
  384. Q 37.9375 66.21875 33.296875 66.21875
  385. Q 25.25 66.21875 20.875 63.09375
  386. Q 16.5 59.96875 16.5 54.203125
  387. Q 16.5 49.359375 19.40625 46.890625
  388. Q 22.3125 44.4375 30.421875 42.921875
  389. L 36.375 41.703125
  390. Q 47.40625 39.59375 52.65625 34.296875
  391. Q 57.90625 29 57.90625 20.125
  392. Q 57.90625 9.515625 50.796875 4.046875
  393. Q 43.703125 -1.421875 29.984375 -1.421875
  394. Q 24.8125 -1.421875 18.96875 -0.25
  395. Q 13.140625 0.921875 6.890625 3.21875
  396. L 6.890625 13.375
  397. Q 12.890625 10.015625 18.65625 8.296875
  398. Q 24.421875 6.59375 29.984375 6.59375
  399. Q 38.421875 6.59375 43.015625 9.90625
  400. Q 47.609375 13.234375 47.609375 19.390625
  401. Q 47.609375 24.75 44.3125 27.78125
  402. Q 41.015625 30.8125 33.5 32.328125
  403. L 27.484375 33.5
  404. Q 16.453125 35.6875 11.515625 40.375
  405. Q 6.59375 45.0625 6.59375 53.421875
  406. Q 6.59375 63.09375 13.40625 68.65625
  407. Q 20.21875 74.21875 32.171875 74.21875
  408. Q 37.3125 74.21875 42.625 73.28125
  409. Q 47.953125 72.359375 53.515625 70.515625
  410. z
  411. " id="DejaVuSans-53"/>
  412. </defs>
  413. <g style="fill:#f77189;" transform="translate(18.697188 21.871526)scale(0.08 -0.08)">
  414. <use xlink:href="#DejaVuSans-47"/>
  415. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  416. </g>
  417. </g>
  418. <g id="text_2">
  419. <g id="patch_4">
  420. <path d="M 280.129663 22.799651
  421. L 365.209663 22.799651
  422. Q 366.409663 22.799651 366.409663 21.599651
  423. L 366.409663 17.728401
  424. Q 366.409663 16.528401 365.209663 16.528401
  425. L 280.129663 16.528401
  426. Q 278.929663 16.528401 278.929663 17.728401
  427. L 278.929663 21.599651
  428. Q 278.929663 22.799651 280.129663 22.799651
  429. z
  430. " style="fill:#ffffff;opacity:0.8;"/>
  431. </g>
  432. <!-- max: 526.836 $\bullet$ mean: 521.618 $\bullet$ $\sigma$: 1.784 -->
  433. <defs>
  434. <path d="M 52 44.1875
  435. Q 55.375 50.25 60.0625 53.125
  436. Q 64.75 56 71.09375 56
  437. Q 79.640625 56 84.28125 50.015625
  438. Q 88.921875 44.046875 88.921875 33.015625
  439. L 88.921875 0
  440. L 79.890625 0
  441. L 79.890625 32.71875
  442. Q 79.890625 40.578125 77.09375 44.375
  443. Q 74.3125 48.1875 68.609375 48.1875
  444. Q 61.625 48.1875 57.5625 43.546875
  445. Q 53.515625 38.921875 53.515625 30.90625
  446. L 53.515625 0
  447. L 44.484375 0
  448. L 44.484375 32.71875
  449. Q 44.484375 40.625 41.703125 44.40625
  450. Q 38.921875 48.1875 33.109375 48.1875
  451. Q 26.21875 48.1875 22.15625 43.53125
  452. Q 18.109375 38.875 18.109375 30.90625
  453. L 18.109375 0
  454. L 9.078125 0
  455. L 9.078125 54.6875
  456. L 18.109375 54.6875
  457. L 18.109375 46.1875
  458. Q 21.1875 51.21875 25.484375 53.609375
  459. Q 29.78125 56 35.6875 56
  460. Q 41.65625 56 45.828125 52.96875
  461. Q 50 49.953125 52 44.1875
  462. z
  463. " id="DejaVuSans-6d"/>
  464. <path d="M 34.28125 27.484375
  465. Q 23.390625 27.484375 19.1875 25
  466. Q 14.984375 22.515625 14.984375 16.5
  467. Q 14.984375 11.71875 18.140625 8.90625
  468. Q 21.296875 6.109375 26.703125 6.109375
  469. Q 34.1875 6.109375 38.703125 11.40625
  470. Q 43.21875 16.703125 43.21875 25.484375
  471. L 43.21875 27.484375
  472. z
  473. M 52.203125 31.203125
  474. L 52.203125 0
  475. L 43.21875 0
  476. L 43.21875 8.296875
  477. Q 40.140625 3.328125 35.546875 0.953125
  478. Q 30.953125 -1.421875 24.3125 -1.421875
  479. Q 15.921875 -1.421875 10.953125 3.296875
  480. Q 6 8.015625 6 15.921875
  481. Q 6 25.140625 12.171875 29.828125
  482. Q 18.359375 34.515625 30.609375 34.515625
  483. L 43.21875 34.515625
  484. L 43.21875 35.40625
  485. Q 43.21875 41.609375 39.140625 45
  486. Q 35.0625 48.390625 27.6875 48.390625
  487. Q 23 48.390625 18.546875 47.265625
  488. Q 14.109375 46.140625 10.015625 43.890625
  489. L 10.015625 52.203125
  490. Q 14.9375 54.109375 19.578125 55.046875
  491. Q 24.21875 56 28.609375 56
  492. Q 40.484375 56 46.34375 49.84375
  493. Q 52.203125 43.703125 52.203125 31.203125
  494. z
  495. " id="DejaVuSans-61"/>
  496. <path d="M 54.890625 54.6875
  497. L 35.109375 28.078125
  498. L 55.90625 0
  499. L 45.3125 0
  500. L 29.390625 21.484375
  501. L 13.484375 0
  502. L 2.875 0
  503. L 24.125 28.609375
  504. L 4.6875 54.6875
  505. L 15.28125 54.6875
  506. L 29.78125 35.203125
  507. L 44.28125 54.6875
  508. z
  509. " id="DejaVuSans-78"/>
  510. <path d="M 11.71875 12.40625
  511. L 22.015625 12.40625
  512. L 22.015625 0
  513. L 11.71875 0
  514. z
  515. M 11.71875 51.703125
  516. L 22.015625 51.703125
  517. L 22.015625 39.3125
  518. L 11.71875 39.3125
  519. z
  520. " id="DejaVuSans-3a"/>
  521. <path id="DejaVuSans-20"/>
  522. <path d="M 10.796875 72.90625
  523. L 49.515625 72.90625
  524. L 49.515625 64.59375
  525. L 19.828125 64.59375
  526. L 19.828125 46.734375
  527. Q 21.96875 47.46875 24.109375 47.828125
  528. Q 26.265625 48.1875 28.421875 48.1875
  529. Q 40.625 48.1875 47.75 41.5
  530. Q 54.890625 34.8125 54.890625 23.390625
  531. Q 54.890625 11.625 47.5625 5.09375
  532. Q 40.234375 -1.421875 26.90625 -1.421875
  533. Q 22.3125 -1.421875 17.546875 -0.640625
  534. Q 12.796875 0.140625 7.71875 1.703125
  535. L 7.71875 11.625
  536. Q 12.109375 9.234375 16.796875 8.0625
  537. Q 21.484375 6.890625 26.703125 6.890625
  538. Q 35.15625 6.890625 40.078125 11.328125
  539. Q 45.015625 15.765625 45.015625 23.390625
  540. Q 45.015625 31 40.078125 35.4375
  541. Q 35.15625 39.890625 26.703125 39.890625
  542. Q 22.75 39.890625 18.8125 39.015625
  543. Q 14.890625 38.140625 10.796875 36.28125
  544. z
  545. " id="DejaVuSans-35"/>
  546. <path d="M 19.1875 8.296875
  547. L 53.609375 8.296875
  548. L 53.609375 0
  549. L 7.328125 0
  550. L 7.328125 8.296875
  551. Q 12.9375 14.109375 22.625 23.890625
  552. Q 32.328125 33.6875 34.8125 36.53125
  553. Q 39.546875 41.84375 41.421875 45.53125
  554. Q 43.3125 49.21875 43.3125 52.78125
  555. Q 43.3125 58.59375 39.234375 62.25
  556. Q 35.15625 65.921875 28.609375 65.921875
  557. Q 23.96875 65.921875 18.8125 64.3125
  558. Q 13.671875 62.703125 7.8125 59.421875
  559. L 7.8125 69.390625
  560. Q 13.765625 71.78125 18.9375 73
  561. Q 24.125 74.21875 28.421875 74.21875
  562. Q 39.75 74.21875 46.484375 68.546875
  563. Q 53.21875 62.890625 53.21875 53.421875
  564. Q 53.21875 48.921875 51.53125 44.890625
  565. Q 49.859375 40.875 45.40625 35.40625
  566. Q 44.1875 33.984375 37.640625 27.21875
  567. Q 31.109375 20.453125 19.1875 8.296875
  568. z
  569. " id="DejaVuSans-32"/>
  570. <path d="M 33.015625 40.375
  571. Q 26.375 40.375 22.484375 35.828125
  572. Q 18.609375 31.296875 18.609375 23.390625
  573. Q 18.609375 15.53125 22.484375 10.953125
  574. Q 26.375 6.390625 33.015625 6.390625
  575. Q 39.65625 6.390625 43.53125 10.953125
  576. Q 47.40625 15.53125 47.40625 23.390625
  577. Q 47.40625 31.296875 43.53125 35.828125
  578. Q 39.65625 40.375 33.015625 40.375
  579. z
  580. M 52.59375 71.296875
  581. L 52.59375 62.3125
  582. Q 48.875 64.0625 45.09375 64.984375
  583. Q 41.3125 65.921875 37.59375 65.921875
  584. Q 27.828125 65.921875 22.671875 59.328125
  585. Q 17.53125 52.734375 16.796875 39.40625
  586. Q 19.671875 43.65625 24.015625 45.921875
  587. Q 28.375 48.1875 33.59375 48.1875
  588. Q 44.578125 48.1875 50.953125 41.515625
  589. Q 57.328125 34.859375 57.328125 23.390625
  590. Q 57.328125 12.15625 50.6875 5.359375
  591. Q 44.046875 -1.421875 33.015625 -1.421875
  592. Q 20.359375 -1.421875 13.671875 8.265625
  593. Q 6.984375 17.96875 6.984375 36.375
  594. Q 6.984375 53.65625 15.1875 63.9375
  595. Q 23.390625 74.21875 37.203125 74.21875
  596. Q 40.921875 74.21875 44.703125 73.484375
  597. Q 48.484375 72.75 52.59375 71.296875
  598. z
  599. " id="DejaVuSans-36"/>
  600. <path d="M 10.6875 12.40625
  601. L 21 12.40625
  602. L 21 0
  603. L 10.6875 0
  604. z
  605. " id="DejaVuSans-2e"/>
  606. <path d="M 31.78125 34.625
  607. Q 24.75 34.625 20.71875 30.859375
  608. Q 16.703125 27.09375 16.703125 20.515625
  609. Q 16.703125 13.921875 20.71875 10.15625
  610. Q 24.75 6.390625 31.78125 6.390625
  611. Q 38.8125 6.390625 42.859375 10.171875
  612. Q 46.921875 13.96875 46.921875 20.515625
  613. Q 46.921875 27.09375 42.890625 30.859375
  614. Q 38.875 34.625 31.78125 34.625
  615. z
  616. M 21.921875 38.8125
  617. Q 15.578125 40.375 12.03125 44.71875
  618. Q 8.5 49.078125 8.5 55.328125
  619. Q 8.5 64.0625 14.71875 69.140625
  620. Q 20.953125 74.21875 31.78125 74.21875
  621. Q 42.671875 74.21875 48.875 69.140625
  622. Q 55.078125 64.0625 55.078125 55.328125
  623. Q 55.078125 49.078125 51.53125 44.71875
  624. Q 48 40.375 41.703125 38.8125
  625. Q 48.828125 37.15625 52.796875 32.3125
  626. Q 56.78125 27.484375 56.78125 20.515625
  627. Q 56.78125 9.90625 50.3125 4.234375
  628. Q 43.84375 -1.421875 31.78125 -1.421875
  629. Q 19.734375 -1.421875 13.25 4.234375
  630. Q 6.78125 9.90625 6.78125 20.515625
  631. Q 6.78125 27.484375 10.78125 32.3125
  632. Q 14.796875 37.15625 21.921875 38.8125
  633. z
  634. M 18.3125 54.390625
  635. Q 18.3125 48.734375 21.84375 45.5625
  636. Q 25.390625 42.390625 31.78125 42.390625
  637. Q 38.140625 42.390625 41.71875 45.5625
  638. Q 45.3125 48.734375 45.3125 54.390625
  639. Q 45.3125 60.0625 41.71875 63.234375
  640. Q 38.140625 66.40625 31.78125 66.40625
  641. Q 25.390625 66.40625 21.84375 63.234375
  642. Q 18.3125 60.0625 18.3125 54.390625
  643. z
  644. " id="DejaVuSans-38"/>
  645. <path d="M 40.578125 39.3125
  646. Q 47.65625 37.796875 51.625 33
  647. Q 55.609375 28.21875 55.609375 21.1875
  648. Q 55.609375 10.40625 48.1875 4.484375
  649. Q 40.765625 -1.421875 27.09375 -1.421875
  650. Q 22.515625 -1.421875 17.65625 -0.515625
  651. Q 12.796875 0.390625 7.625 2.203125
  652. L 7.625 11.71875
  653. Q 11.71875 9.328125 16.59375 8.109375
  654. Q 21.484375 6.890625 26.8125 6.890625
  655. Q 36.078125 6.890625 40.9375 10.546875
  656. Q 45.796875 14.203125 45.796875 21.1875
  657. Q 45.796875 27.640625 41.28125 31.265625
  658. Q 36.765625 34.90625 28.71875 34.90625
  659. L 20.21875 34.90625
  660. L 20.21875 43.015625
  661. L 29.109375 43.015625
  662. Q 36.375 43.015625 40.234375 45.921875
  663. Q 44.09375 48.828125 44.09375 54.296875
  664. Q 44.09375 59.90625 40.109375 62.90625
  665. Q 36.140625 65.921875 28.71875 65.921875
  666. Q 24.65625 65.921875 20.015625 65.03125
  667. Q 15.375 64.15625 9.8125 62.3125
  668. L 9.8125 71.09375
  669. Q 15.4375 72.65625 20.34375 73.4375
  670. Q 25.25 74.21875 29.59375 74.21875
  671. Q 40.828125 74.21875 47.359375 69.109375
  672. Q 53.90625 64.015625 53.90625 55.328125
  673. Q 53.90625 49.265625 50.4375 45.09375
  674. Q 46.96875 40.921875 40.578125 39.3125
  675. z
  676. " id="DejaVuSans-33"/>
  677. <path d="M 16.734375 31.203125
  678. Q 16.734375 37.265625 20.953125 41.4375
  679. Q 25.1875 45.609375 31.34375 45.609375
  680. Q 37.390625 45.609375 41.5625 41.4375
  681. Q 45.75 37.265625 45.75 31.203125
  682. Q 45.75 25.109375 41.546875 20.90625
  683. Q 37.34375 16.703125 31.25 16.703125
  684. Q 25.140625 16.703125 20.9375 20.90625
  685. Q 16.734375 25.109375 16.734375 31.203125
  686. z
  687. " id="DejaVuSans-2219"/>
  688. <path d="M 56.203125 29.59375
  689. L 56.203125 25.203125
  690. L 14.890625 25.203125
  691. Q 15.484375 15.921875 20.484375 11.0625
  692. Q 25.484375 6.203125 34.421875 6.203125
  693. Q 39.59375 6.203125 44.453125 7.46875
  694. Q 49.3125 8.734375 54.109375 11.28125
  695. L 54.109375 2.78125
  696. Q 49.265625 0.734375 44.1875 -0.34375
  697. Q 39.109375 -1.421875 33.890625 -1.421875
  698. Q 20.796875 -1.421875 13.15625 6.1875
  699. Q 5.515625 13.8125 5.515625 26.8125
  700. Q 5.515625 40.234375 12.765625 48.109375
  701. Q 20.015625 56 32.328125 56
  702. Q 43.359375 56 49.78125 48.890625
  703. Q 56.203125 41.796875 56.203125 29.59375
  704. z
  705. M 47.21875 32.234375
  706. Q 47.125 39.59375 43.09375 43.984375
  707. Q 39.0625 48.390625 32.421875 48.390625
  708. Q 24.90625 48.390625 20.390625 44.140625
  709. Q 15.875 39.890625 15.1875 32.171875
  710. z
  711. " id="DejaVuSans-65"/>
  712. <path d="M 54.890625 33.015625
  713. L 54.890625 0
  714. L 45.90625 0
  715. L 45.90625 32.71875
  716. Q 45.90625 40.484375 42.875 44.328125
  717. Q 39.84375 48.1875 33.796875 48.1875
  718. Q 26.515625 48.1875 22.3125 43.546875
  719. Q 18.109375 38.921875 18.109375 30.90625
  720. L 18.109375 0
  721. L 9.078125 0
  722. L 9.078125 54.6875
  723. L 18.109375 54.6875
  724. L 18.109375 46.1875
  725. Q 21.34375 51.125 25.703125 53.5625
  726. Q 30.078125 56 35.796875 56
  727. Q 45.21875 56 50.046875 50.171875
  728. Q 54.890625 44.34375 54.890625 33.015625
  729. z
  730. " id="DejaVuSans-6e"/>
  731. <path d="M 12.40625 8.296875
  732. L 28.515625 8.296875
  733. L 28.515625 63.921875
  734. L 10.984375 60.40625
  735. L 10.984375 69.390625
  736. L 28.421875 72.90625
  737. L 38.28125 72.90625
  738. L 38.28125 8.296875
  739. L 54.390625 8.296875
  740. L 54.390625 0
  741. L 12.40625 0
  742. z
  743. " id="DejaVuSans-31"/>
  744. <path d="M 34.671875 47.5625
  745. Q 27.25 47.5625 22.21875 42.1875
  746. Q 16.890625 36.578125 15.140625 27.296875
  747. Q 13.1875 17.484375 16.3125 11.8125
  748. Q 19.390625 6.203125 26.65625 6.203125
  749. Q 33.84375 6.203125 39.109375 11.859375
  750. Q 44.4375 17.53125 46.34375 27.296875
  751. Q 48.046875 36.234375 45.015625 42.1875
  752. Q 42.1875 47.5625 34.671875 47.5625
  753. z
  754. M 36.078125 54.734375
  755. L 65.921875 54.6875
  756. L 64.15625 45.703125
  757. L 54.109375 45.703125
  758. Q 57.90625 38.09375 55.859375 27.296875
  759. Q 53.21875 13.875 45.0625 6.25
  760. Q 36.859375 -1.421875 25.140625 -1.421875
  761. Q 13.375 -1.421875 8.203125 6.25
  762. Q 3.03125 13.875 5.671875 27.296875
  763. Q 8.25 40.765625 16.40625 48.390625
  764. Q 23.1875 54.734375 36.078125 54.734375
  765. z
  766. " id="DejaVuSans-Oblique-3c3"/>
  767. <path d="M 8.203125 72.90625
  768. L 55.078125 72.90625
  769. L 55.078125 68.703125
  770. L 28.609375 0
  771. L 18.3125 0
  772. L 43.21875 64.59375
  773. L 8.203125 64.59375
  774. z
  775. " id="DejaVuSans-37"/>
  776. <path d="M 37.796875 64.3125
  777. L 12.890625 25.390625
  778. L 37.796875 25.390625
  779. z
  780. M 35.203125 72.90625
  781. L 47.609375 72.90625
  782. L 47.609375 25.390625
  783. L 58.015625 25.390625
  784. L 58.015625 17.1875
  785. L 47.609375 17.1875
  786. L 47.609375 0
  787. L 37.796875 0
  788. L 37.796875 17.1875
  789. L 4.890625 17.1875
  790. L 4.890625 26.703125
  791. z
  792. " id="DejaVuSans-34"/>
  793. </defs>
  794. <g style="fill:#f77189;" transform="translate(280.129663 20.767776)scale(0.04 -0.04)">
  795. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  796. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  797. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  798. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  799. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  800. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-35"/>
  801. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-32"/>
  802. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-36"/>
  803. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  804. <use transform="translate(505.974609 0.78125)" xlink:href="#DejaVuSans-38"/>
  805. <use transform="translate(569.597656 0.78125)" xlink:href="#DejaVuSans-33"/>
  806. <use transform="translate(633.220703 0.78125)" xlink:href="#DejaVuSans-36"/>
  807. <use transform="translate(696.84375 0.78125)" xlink:href="#DejaVuSans-20"/>
  808. <use transform="translate(728.630859 0.78125)" xlink:href="#DejaVuSans-2219"/>
  809. <use transform="translate(791.228516 0.78125)" xlink:href="#DejaVuSans-20"/>
  810. <use transform="translate(823.015625 0.78125)" xlink:href="#DejaVuSans-6d"/>
  811. <use transform="translate(920.427734 0.78125)" xlink:href="#DejaVuSans-65"/>
  812. <use transform="translate(981.951172 0.78125)" xlink:href="#DejaVuSans-61"/>
  813. <use transform="translate(1043.230469 0.78125)" xlink:href="#DejaVuSans-6e"/>
  814. <use transform="translate(1106.609375 0.78125)" xlink:href="#DejaVuSans-3a"/>
  815. <use transform="translate(1140.300781 0.78125)" xlink:href="#DejaVuSans-20"/>
  816. <use transform="translate(1172.087891 0.78125)" xlink:href="#DejaVuSans-35"/>
  817. <use transform="translate(1235.710938 0.78125)" xlink:href="#DejaVuSans-32"/>
  818. <use transform="translate(1299.333984 0.78125)" xlink:href="#DejaVuSans-31"/>
  819. <use transform="translate(1362.957031 0.78125)" xlink:href="#DejaVuSans-2e"/>
  820. <use transform="translate(1394.744141 0.78125)" xlink:href="#DejaVuSans-36"/>
  821. <use transform="translate(1458.367188 0.78125)" xlink:href="#DejaVuSans-31"/>
  822. <use transform="translate(1521.990234 0.78125)" xlink:href="#DejaVuSans-38"/>
  823. <use transform="translate(1585.613281 0.78125)" xlink:href="#DejaVuSans-20"/>
  824. <use transform="translate(1617.400391 0.78125)" xlink:href="#DejaVuSans-2219"/>
  825. <use transform="translate(1679.998047 0.78125)" xlink:href="#DejaVuSans-20"/>
  826. <use transform="translate(1711.785156 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  827. <use transform="translate(1775.164062 0.78125)" xlink:href="#DejaVuSans-3a"/>
  828. <use transform="translate(1808.855469 0.78125)" xlink:href="#DejaVuSans-20"/>
  829. <use transform="translate(1840.642578 0.78125)" xlink:href="#DejaVuSans-31"/>
  830. <use transform="translate(1904.265625 0.78125)" xlink:href="#DejaVuSans-2e"/>
  831. <use transform="translate(1935.943359 0.78125)" xlink:href="#DejaVuSans-37"/>
  832. <use transform="translate(1999.566406 0.78125)" xlink:href="#DejaVuSans-38"/>
  833. <use transform="translate(2063.189453 0.78125)" xlink:href="#DejaVuSans-34"/>
  834. </g>
  835. </g>
  836. <g id="text_3">
  837. <!-- 524.66 -->
  838. <g style="fill:#d3d3d3;" transform="translate(7.2 23.937611)scale(0.03 -0.03)">
  839. <use xlink:href="#DejaVuSans-35"/>
  840. <use x="63.623047" xlink:href="#DejaVuSans-32"/>
  841. <use x="127.246094" xlink:href="#DejaVuSans-34"/>
  842. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  843. <use x="222.65625" xlink:href="#DejaVuSans-36"/>
  844. <use x="286.279297" xlink:href="#DejaVuSans-36"/>
  845. </g>
  846. </g>
  847. </g>
  848. <g id="axes_2">
  849. <g id="patch_5">
  850. <path d="M 18.697188 65.2224
  851. L 372.281346 65.2224
  852. L 372.281346 39.675648
  853. L 18.697188 39.675648
  854. z
  855. " style="fill:#ffffff;"/>
  856. </g>
  857. <g id="matplotlib.axis_3">
  858. <g id="xtick_6"/>
  859. <g id="xtick_7"/>
  860. <g id="xtick_8"/>
  861. <g id="xtick_9"/>
  862. <g id="xtick_10"/>
  863. </g>
  864. <g id="matplotlib.axis_4"/>
  865. <g id="line2d_3">
  866. <path clip-path="url(#pd4100ad5a9)" d="M 18.697188 51.030541
  867. L 372.281346 51.030541
  868. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  869. </g>
  870. <g id="line2d_4">
  871. <path clip-path="url(#pd4100ad5a9)" d="M 18.697188 49.573674
  872. L 19.365589 51.122367
  873. L 20.03399 51.366644
  874. L 20.702391 51.180655
  875. L 22.039193 51.590424
  876. L 22.707594 50.767036
  877. L 23.375995 51.408436
  878. L 24.044396 51.42723
  879. L 24.712797 50.963657
  880. L 25.381198 51.28413
  881. L 26.049599 51.088819
  882. L 26.718 50.58535
  883. L 27.386401 50.933606
  884. L 28.723203 51.031871
  885. L 29.391604 51.499385
  886. L 30.060005 51.708431
  887. L 30.728407 51.250955
  888. L 31.396808 51.700259
  889. L 32.065209 51.784002
  890. L 32.73361 51.410915
  891. L 33.402011 51.180302
  892. L 34.070412 51.785544
  893. L 34.738813 51.322707
  894. L 35.407214 51.569211
  895. L 36.075615 51.627953
  896. L 36.744016 51.272864
  897. L 37.412417 51.557652
  898. L 38.080818 52.07646
  899. L 38.749219 51.331414
  900. L 39.41762 51.341511
  901. L 40.086021 51.501088
  902. L 40.754422 51.28803
  903. L 41.422823 52.213191
  904. L 42.091224 51.397602
  905. L 42.759626 51.697175
  906. L 43.428027 51.785735
  907. L 44.764829 51.214445
  908. L 45.43323 51.908378
  909. L 46.101631 51.516698
  910. L 46.770032 52.383903
  911. L 48.106834 51.681313
  912. L 48.775235 52.365169
  913. L 49.443636 51.752117
  914. L 50.112037 52.398344
  915. L 50.780438 52.454586
  916. L 51.448839 52.737319
  917. L 52.11724 52.167479
  918. L 52.785641 52.212485
  919. L 53.454042 52.668319
  920. L 54.122443 51.59243
  921. L 54.790845 52.106581
  922. L 56.127647 51.777119
  923. L 57.464449 52.018313
  924. L 58.13285 52.480223
  925. L 58.801251 51.746071
  926. L 59.469652 52.200775
  927. L 60.138053 51.79027
  928. L 61.474855 51.644147
  929. L 62.143256 51.473556
  930. L 62.811657 52.278936
  931. L 63.480058 51.739198
  932. L 64.148459 50.786072
  933. L 64.81686 51.594586
  934. L 65.485261 51.903208
  935. L 66.153662 51.861971
  936. L 66.822064 52.342263
  937. L 68.158866 51.637345
  938. L 68.827267 52.285446
  939. L 69.495668 52.064579
  940. L 70.164069 52.907013
  941. L 70.83247 52.627979
  942. L 71.500871 52.516905
  943. L 72.169272 52.737501
  944. L 72.837673 52.546533
  945. L 73.506074 52.075291
  946. L 74.174475 52.572905
  947. L 74.842876 52.53442
  948. L 75.511277 51.752026
  949. L 76.179678 52.327469
  950. L 76.848079 52.182132
  951. L 77.51648 52.595529
  952. L 78.853283 51.64066
  953. L 79.521684 51.70953
  954. L 80.190085 51.357897
  955. L 80.858486 52.369432
  956. L 82.195288 52.00879
  957. L 82.863689 52.598895
  958. L 84.200491 52.366449
  959. L 84.868892 51.71218
  960. L 85.537293 52.081408
  961. L 86.205694 52.011662
  962. L 86.874095 51.285662
  963. L 87.542496 51.927888
  964. L 88.879298 51.351689
  965. L 89.547699 51.807845
  966. L 90.2161 51.343285
  967. L 90.884502 51.322969
  968. L 91.552903 52.039284
  969. L 92.221304 51.419783
  970. L 93.558106 52.192189
  971. L 94.226507 51.609844
  972. L 95.563309 51.951751
  973. L 96.23171 52.428234
  974. L 96.900111 52.320747
  975. L 97.568512 52.970461
  976. L 98.236913 52.570769
  977. L 98.905314 52.679797
  978. L 99.573715 52.240057
  979. L 100.242116 52.69456
  980. L 100.910517 52.407
  981. L 102.915721 51.978527
  982. L 103.584122 52.452994
  983. L 104.920924 51.389893
  984. L 105.589325 51.779911
  985. L 106.257726 51.029453
  986. L 106.926127 51.40377
  987. L 107.594528 51.963562
  988. L 108.262929 51.739893
  989. L 108.93133 52.233739
  990. L 109.599731 51.76416
  991. L 110.268132 52.127351
  992. L 110.936533 51.769874
  993. L 111.604934 51.663264
  994. L 112.273335 52.285033
  995. L 113.610137 51.778127
  996. L 114.278538 51.480066
  997. L 114.94694 51.923948
  998. L 115.615341 51.231375
  999. L 116.283742 51.218909
  1000. L 116.952143 51.043088
  1001. L 117.620544 51.911996
  1002. L 118.288945 51.963008
  1003. L 118.957346 51.760189
  1004. L 119.625747 52.794559
  1005. L 120.962549 52.132249
  1006. L 121.63095 52.723332
  1007. L 122.299351 51.74208
  1008. L 122.967752 52.051891
  1009. L 124.304554 51.85271
  1010. L 124.972955 52.263135
  1011. L 125.641356 51.844326
  1012. L 126.978159 52.490139
  1013. L 128.314961 51.96463
  1014. L 128.983362 52.499652
  1015. L 129.651763 51.659707
  1016. L 130.320164 52.02177
  1017. L 130.988565 51.890823
  1018. L 131.656966 52.067209
  1019. L 132.325367 51.820483
  1020. L 132.993768 51.3544
  1021. L 133.662169 51.620647
  1022. L 134.33057 51.319653
  1023. L 134.998971 51.763263
  1024. L 135.667372 51.670621
  1025. L 136.335773 51.086018
  1026. L 137.672575 51.61586
  1027. L 138.340976 51.205607
  1028. L 139.677779 51.645336
  1029. L 140.34618 51.428046
  1030. L 141.014581 52.390191
  1031. L 141.682982 52.020701
  1032. L 142.351383 53.02495
  1033. L 143.019784 52.231733
  1034. L 143.688185 51.939608
  1035. L 145.024987 52.321413
  1036. L 145.693388 51.472357
  1037. L 147.03019 53.260873
  1038. L 147.698591 51.890481
  1039. L 148.366992 53.059243
  1040. L 149.035393 51.938026
  1041. L 149.703794 52.219378
  1042. L 151.040597 52.073447
  1043. L 151.708998 52.258308
  1044. L 153.0458 51.937824
  1045. L 153.714201 52.061858
  1046. L 154.382602 51.451658
  1047. L 155.051003 52.311537
  1048. L 155.719404 51.731539
  1049. L 156.387805 52.030718
  1050. L 157.056206 52.155477
  1051. L 157.724607 52.091395
  1052. L 158.393008 52.516038
  1053. L 159.061409 52.77773
  1054. L 159.72981 52.516663
  1055. L 160.398211 53.145305
  1056. L 161.735013 52.266944
  1057. L 162.403414 52.228891
  1058. L 163.071816 51.926528
  1059. L 163.740217 52.433988
  1060. L 165.077019 52.015804
  1061. L 165.74542 52.181487
  1062. L 166.413821 51.893796
  1063. L 167.082222 52.220447
  1064. L 167.750623 51.481578
  1065. L 168.419024 51.801849
  1066. L 169.087425 51.845313
  1067. L 169.755826 51.319563
  1068. L 170.424227 52.179744
  1069. L 171.092628 51.453522
  1070. L 172.42943 52.827845
  1071. L 173.097831 52.441808
  1072. L 173.766232 52.657576
  1073. L 174.434633 51.950855
  1074. L 175.103035 52.164134
  1075. L 175.771436 52.216436
  1076. L 176.439837 51.139942
  1077. L 177.108238 51.522301
  1078. L 177.776639 51.691179
  1079. L 178.44504 51.714266
  1080. L 179.113441 52.814281
  1081. L 179.781842 52.405932
  1082. L 180.450243 52.170644
  1083. L 181.118644 52.240581
  1084. L 181.787045 52.145601
  1085. L 182.455446 52.617367
  1086. L 183.123847 52.342454
  1087. L 183.792248 51.923202
  1088. L 184.460649 52.101926
  1089. L 185.12905 51.167574
  1090. L 185.797451 51.134883
  1091. L 186.465852 51.554891
  1092. L 187.134254 51.707343
  1093. L 187.802655 51.494235
  1094. L 188.471056 52.584726
  1095. L 189.139457 52.155336
  1096. L 189.807858 52.801825
  1097. L 190.476259 52.774344
  1098. L 191.14466 52.242184
  1099. L 191.813061 52.895455
  1100. L 193.149863 52.318833
  1101. L 193.818264 52.011813
  1102. L 194.486665 51.999952
  1103. L 195.155066 52.314409
  1104. L 195.823467 51.970516
  1105. L 196.491868 52.031424
  1106. L 197.160269 52.233749
  1107. L 197.82867 51.980341
  1108. L 198.497071 52.171309
  1109. L 199.165473 52.565095
  1110. L 199.833874 51.939477
  1111. L 200.502275 52.369482
  1112. L 201.839077 51.689879
  1113. L 202.507478 51.928553
  1114. L 203.175879 51.88906
  1115. L 203.84428 51.705489
  1116. L 204.512681 52.193298
  1117. L 205.181082 51.893141
  1118. L 205.849483 52.217847
  1119. L 206.517884 51.71613
  1120. L 207.186285 51.426101
  1121. L 207.854686 51.616364
  1122. L 208.523087 51.428742
  1123. L 209.191488 51.84745
  1124. L 209.859889 51.511165
  1125. L 210.52829 50.811256
  1126. L 211.196692 52.514245
  1127. L 211.865093 51.99843
  1128. L 212.533494 52.369593
  1129. L 213.201895 52.005908
  1130. L 213.870296 51.780263
  1131. L 214.538697 52.29641
  1132. L 215.875499 50.786506
  1133. L 216.5439 50.397526
  1134. L 217.880702 51.115424
  1135. L 218.549103 52.04653
  1136. L 219.217504 52.272779
  1137. L 219.885905 51.584166
  1138. L 221.222707 52.399221
  1139. L 221.891108 52.113968
  1140. L 222.559509 52.701524
  1141. L 223.227911 52.642007
  1142. L 223.896312 52.090397
  1143. L 224.564713 52.266188
  1144. L 225.233114 52.306488
  1145. L 225.901515 51.661904
  1146. L 226.569916 52.184238
  1147. L 227.238317 51.600381
  1148. L 227.906718 51.673231
  1149. L 228.575119 51.285984
  1150. L 229.24352 51.067143
  1151. L 229.911921 51.434294
  1152. L 230.580322 50.919498
  1153. L 231.248723 51.661843
  1154. L 231.917124 51.503849
  1155. L 232.585525 51.928845
  1156. L 233.253926 51.385842
  1157. L 233.922327 51.803885
  1158. L 234.590728 51.363994
  1159. L 235.25913 51.156288
  1160. L 235.927531 51.416316
  1161. L 236.595932 50.913371
  1162. L 237.264333 52.039798
  1163. L 237.932734 51.636619
  1164. L 238.601135 52.137781
  1165. L 239.269536 51.933955
  1166. L 239.937937 52.283602
  1167. L 240.606338 52.339129
  1168. L 241.274739 51.393309
  1169. L 241.94314 51.313345
  1170. L 243.279942 51.501692
  1171. L 243.948343 52.03877
  1172. L 244.616744 52.294143
  1173. L 245.285145 51.432833
  1174. L 245.953546 52.396217
  1175. L 246.621947 51.9086
  1176. L 247.290349 51.937703
  1177. L 248.627151 52.779211
  1178. L 249.295552 52.522448
  1179. L 249.963953 51.862455
  1180. L 250.632354 51.411207
  1181. L 251.300755 52.171279
  1182. L 251.969156 51.85265
  1183. L 252.637557 52.205381
  1184. L 253.305958 51.772594
  1185. L 253.974359 51.118729
  1186. L 254.64276 51.673493
  1187. L 255.311161 52.423638
  1188. L 255.979562 52.019583
  1189. L 256.647963 51.460163
  1190. L 257.316364 51.959088
  1191. L 257.984765 52.164134
  1192. L 258.653166 52.613548
  1193. L 259.321568 52.86755
  1194. L 259.989969 53.382861
  1195. L 260.65837 52.55529
  1196. L 262.663573 52.412966
  1197. L 263.331974 51.978557
  1198. L 264.000375 52.189368
  1199. L 264.668776 51.921529
  1200. L 265.337177 51.509271
  1201. L 266.673979 51.982669
  1202. L 267.34238 51.694857
  1203. L 268.010781 52.221706
  1204. L 268.679182 51.789021
  1205. L 269.347583 51.73555
  1206. L 270.015984 52.107206
  1207. L 270.684385 51.6172
  1208. L 271.352787 52.022001
  1209. L 272.021188 52.08813
  1210. L 272.689589 51.248406
  1211. L 273.35799 51.657167
  1212. L 274.026391 51.606609
  1213. L 274.694792 50.520078
  1214. L 275.363193 51.095007
  1215. L 276.031594 51.349603
  1216. L 276.699995 50.62706
  1217. L 277.368396 51.125874
  1218. L 278.036797 51.283697
  1219. L 278.705198 51.251016
  1220. L 279.373599 51.959189
  1221. L 280.042 52.343422
  1222. L 280.710401 51.843076
  1223. L 281.378802 52.697594
  1224. L 282.047203 51.911028
  1225. L 282.715604 51.75378
  1226. L 283.384006 52.168386
  1227. L 284.052407 51.90736
  1228. L 284.720808 51.959985
  1229. L 285.389209 52.428022
  1230. L 286.05761 51.728153
  1231. L 286.726011 51.606316
  1232. L 287.394412 52.491923
  1233. L 288.062813 52.274049
  1234. L 288.731214 52.604922
  1235. L 290.068016 51.848891
  1236. L 291.404818 52.178151
  1237. L 292.073219 52.131422
  1238. L 292.74162 52.528756
  1239. L 293.410021 51.607959
  1240. L 294.078422 51.39992
  1241. L 294.746823 51.576014
  1242. L 295.415225 51.494094
  1243. L 296.083626 52.07517
  1244. L 296.752027 52.402818
  1245. L 297.420428 51.57942
  1246. L 298.088829 51.435746
  1247. L 298.75723 51.963512
  1248. L 299.425631 51.843288
  1249. L 300.094032 52.535417
  1250. L 300.762433 51.764381
  1251. L 301.430834 52.262298
  1252. L 302.767636 52.04001
  1253. L 303.436037 52.642591
  1254. L 304.104438 52.059933
  1255. L 304.772839 52.759137
  1256. L 306.109641 52.407938
  1257. L 306.778042 52.640948
  1258. L 307.446444 51.471672
  1259. L 308.114845 51.497893
  1260. L 308.783246 51.742211
  1261. L 309.451647 51.051331
  1262. L 310.120048 51.730823
  1263. L 310.788449 51.408667
  1264. L 312.125251 51.690665
  1265. L 312.793652 50.988367
  1266. L 313.462053 51.47407
  1267. L 314.130454 51.329549
  1268. L 314.798855 51.895741
  1269. L 315.467256 52.147204
  1270. L 316.135657 51.744791
  1271. L 316.804058 52.018948
  1272. L 317.472459 52.009001
  1273. L 318.14086 51.562671
  1274. L 318.809261 52.182122
  1275. L 320.146064 51.255702
  1276. L 320.814465 51.533295
  1277. L 321.482866 51.252527
  1278. L 322.151267 51.259652
  1279. L 322.819668 51.911008
  1280. L 323.488069 51.722399
  1281. L 324.15647 51.740911
  1282. L 324.824871 52.022173
  1283. L 325.493272 51.946652
  1284. L 326.161673 52.418922
  1285. L 326.830074 52.258187
  1286. L 327.498475 51.923897
  1287. L 328.166876 52.221928
  1288. L 329.503678 51.233007
  1289. L 330.172079 51.326778
  1290. L 330.84048 50.590177
  1291. L 331.508882 51.018932
  1292. L 332.845684 50.379125
  1293. L 333.514085 51.67574
  1294. L 334.182486 51.159643
  1295. L 334.850887 51.534212
  1296. L 335.519288 51.718378
  1297. L 336.187689 51.530806
  1298. L 336.85609 52.227642
  1299. L 337.524491 52.379297
  1300. L 338.192892 51.899399
  1301. L 338.861293 52.800847
  1302. L 339.529694 51.869902
  1303. L 340.198095 51.595403
  1304. L 341.534897 51.828655
  1305. L 342.203298 51.715334
  1306. L 342.871699 50.8665
  1307. L 343.540101 51.335737
  1308. L 344.208502 50.845378
  1309. L 344.876903 51.464285
  1310. L 345.545304 51.552966
  1311. L 346.213705 51.361062
  1312. L 346.882106 51.940303
  1313. L 347.550507 51.80325
  1314. L 348.218908 52.406759
  1315. L 348.887309 52.211337
  1316. L 349.55571 52.161695
  1317. L 350.224111 52.340721
  1318. L 350.892512 51.681756
  1319. L 351.560913 51.94371
  1320. L 352.229314 51.838199
  1321. L 352.897715 51.951338
  1322. L 353.566116 51.081563
  1323. L 354.234517 51.239044
  1324. L 354.902918 51.84493
  1325. L 355.57132 51.558892
  1326. L 356.908122 52.354164
  1327. L 357.576523 51.461735
  1328. L 358.244924 51.19437
  1329. L 358.913325 51.553067
  1330. L 359.581726 51.093001
  1331. L 360.250127 50.813402
  1332. L 360.918528 51.373759
  1333. L 361.586929 51.075718
  1334. L 362.923731 52.138456
  1335. L 363.592132 51.843671
  1336. L 364.260533 52.283159
  1337. L 364.928934 52.554756
  1338. L 365.597335 51.983999
  1339. L 366.265736 51.797093
  1340. L 366.934137 52.101593
  1341. L 367.602539 51.228946
  1342. L 368.27094 51.055765
  1343. L 368.939341 51.09409
  1344. L 369.607742 50.737952
  1345. L 370.276143 50.817222
  1346. L 370.944544 51.234146
  1347. L 371.612945 50.902779
  1348. L 372.281346 51.222174
  1349. L 372.281346 51.222174
  1350. " style="fill:none;stroke:#ae9d31;stroke-linecap:round;stroke-width:0.8;"/>
  1351. </g>
  1352. <g id="text_4">
  1353. <g id="patch_6">
  1354. <path d="M 18.697188 53.610924
  1355. L 45.240938 53.610924
  1356. Q 47.640938 53.610924 47.640938 51.210924
  1357. L 47.640938 43.468424
  1358. Q 47.640938 41.068424 45.240938 41.068424
  1359. L 18.697188 41.068424
  1360. Q 16.297188 41.068424 16.297188 43.468424
  1361. L 16.297188 51.210924
  1362. Q 16.297188 53.610924 18.697188 53.610924
  1363. z
  1364. " style="fill:#ffffff;opacity:0.8;"/>
  1365. </g>
  1366. <!-- GSCSF -->
  1367. <defs>
  1368. <path d="M 64.40625 67.28125
  1369. L 64.40625 56.890625
  1370. Q 59.421875 61.53125 53.78125 63.8125
  1371. Q 48.140625 66.109375 41.796875 66.109375
  1372. Q 29.296875 66.109375 22.65625 58.46875
  1373. Q 16.015625 50.828125 16.015625 36.375
  1374. Q 16.015625 21.96875 22.65625 14.328125
  1375. Q 29.296875 6.6875 41.796875 6.6875
  1376. Q 48.140625 6.6875 53.78125 8.984375
  1377. Q 59.421875 11.28125 64.40625 15.921875
  1378. L 64.40625 5.609375
  1379. Q 59.234375 2.09375 53.4375 0.328125
  1380. Q 47.65625 -1.421875 41.21875 -1.421875
  1381. Q 24.65625 -1.421875 15.125 8.703125
  1382. Q 5.609375 18.84375 5.609375 36.375
  1383. Q 5.609375 53.953125 15.125 64.078125
  1384. Q 24.65625 74.21875 41.21875 74.21875
  1385. Q 47.75 74.21875 53.53125 72.484375
  1386. Q 59.328125 70.75 64.40625 67.28125
  1387. z
  1388. " id="DejaVuSans-43"/>
  1389. <path d="M 9.8125 72.90625
  1390. L 51.703125 72.90625
  1391. L 51.703125 64.59375
  1392. L 19.671875 64.59375
  1393. L 19.671875 43.109375
  1394. L 48.578125 43.109375
  1395. L 48.578125 34.8125
  1396. L 19.671875 34.8125
  1397. L 19.671875 0
  1398. L 9.8125 0
  1399. z
  1400. " id="DejaVuSans-46"/>
  1401. </defs>
  1402. <g style="fill:#ae9d31;" transform="translate(18.697188 49.547174)scale(0.08 -0.08)">
  1403. <use xlink:href="#DejaVuSans-47"/>
  1404. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  1405. <use x="140.966797" xlink:href="#DejaVuSans-43"/>
  1406. <use x="210.791016" xlink:href="#DejaVuSans-53"/>
  1407. <use x="274.267578" xlink:href="#DejaVuSans-46"/>
  1408. </g>
  1409. </g>
  1410. <g id="text_5">
  1411. <g id="patch_7">
  1412. <path d="M 280.129663 50.475299
  1413. L 365.209663 50.475299
  1414. Q 366.409663 50.475299 366.409663 49.275299
  1415. L 366.409663 45.404049
  1416. Q 366.409663 44.204049 365.209663 44.204049
  1417. L 280.129663 44.204049
  1418. Q 278.929663 44.204049 278.929663 45.404049
  1419. L 278.929663 49.275299
  1420. Q 278.929663 50.475299 280.129663 50.475299
  1421. z
  1422. " style="fill:#ffffff;opacity:0.8;"/>
  1423. </g>
  1424. <!-- max: 599.484 $\bullet$ mean: 585.619 $\bullet$ $\sigma$: 3.118 -->
  1425. <defs>
  1426. <path d="M 10.984375 1.515625
  1427. L 10.984375 10.5
  1428. Q 14.703125 8.734375 18.5 7.8125
  1429. Q 22.3125 6.890625 25.984375 6.890625
  1430. Q 35.75 6.890625 40.890625 13.453125
  1431. Q 46.046875 20.015625 46.78125 33.40625
  1432. Q 43.953125 29.203125 39.59375 26.953125
  1433. Q 35.25 24.703125 29.984375 24.703125
  1434. Q 19.046875 24.703125 12.671875 31.3125
  1435. Q 6.296875 37.9375 6.296875 49.421875
  1436. Q 6.296875 60.640625 12.9375 67.421875
  1437. Q 19.578125 74.21875 30.609375 74.21875
  1438. Q 43.265625 74.21875 49.921875 64.515625
  1439. Q 56.59375 54.828125 56.59375 36.375
  1440. Q 56.59375 19.140625 48.40625 8.859375
  1441. Q 40.234375 -1.421875 26.421875 -1.421875
  1442. Q 22.703125 -1.421875 18.890625 -0.6875
  1443. Q 15.09375 0.046875 10.984375 1.515625
  1444. z
  1445. M 30.609375 32.421875
  1446. Q 37.25 32.421875 41.125 36.953125
  1447. Q 45.015625 41.5 45.015625 49.421875
  1448. Q 45.015625 57.28125 41.125 61.84375
  1449. Q 37.25 66.40625 30.609375 66.40625
  1450. Q 23.96875 66.40625 20.09375 61.84375
  1451. Q 16.21875 57.28125 16.21875 49.421875
  1452. Q 16.21875 41.5 20.09375 36.953125
  1453. Q 23.96875 32.421875 30.609375 32.421875
  1454. z
  1455. " id="DejaVuSans-39"/>
  1456. </defs>
  1457. <g style="fill:#ae9d31;" transform="translate(280.129663 48.443424)scale(0.04 -0.04)">
  1458. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1459. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  1460. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  1461. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1462. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  1463. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-35"/>
  1464. <use transform="translate(346.894531 0.78125)" xlink:href="#DejaVuSans-39"/>
  1465. <use transform="translate(410.517578 0.78125)" xlink:href="#DejaVuSans-39"/>
  1466. <use transform="translate(474.140625 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1467. <use transform="translate(505.927734 0.78125)" xlink:href="#DejaVuSans-34"/>
  1468. <use transform="translate(569.550781 0.78125)" xlink:href="#DejaVuSans-38"/>
  1469. <use transform="translate(633.173828 0.78125)" xlink:href="#DejaVuSans-34"/>
  1470. <use transform="translate(696.796875 0.78125)" xlink:href="#DejaVuSans-20"/>
  1471. <use transform="translate(728.583984 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1472. <use transform="translate(791.181641 0.78125)" xlink:href="#DejaVuSans-20"/>
  1473. <use transform="translate(822.96875 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1474. <use transform="translate(920.380859 0.78125)" xlink:href="#DejaVuSans-65"/>
  1475. <use transform="translate(981.904297 0.78125)" xlink:href="#DejaVuSans-61"/>
  1476. <use transform="translate(1043.183594 0.78125)" xlink:href="#DejaVuSans-6e"/>
  1477. <use transform="translate(1106.5625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1478. <use transform="translate(1140.253906 0.78125)" xlink:href="#DejaVuSans-20"/>
  1479. <use transform="translate(1172.041016 0.78125)" xlink:href="#DejaVuSans-35"/>
  1480. <use transform="translate(1235.664062 0.78125)" xlink:href="#DejaVuSans-38"/>
  1481. <use transform="translate(1299.287109 0.78125)" xlink:href="#DejaVuSans-35"/>
  1482. <use transform="translate(1362.910156 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1483. <use transform="translate(1394.697266 0.78125)" xlink:href="#DejaVuSans-36"/>
  1484. <use transform="translate(1458.320312 0.78125)" xlink:href="#DejaVuSans-31"/>
  1485. <use transform="translate(1521.943359 0.78125)" xlink:href="#DejaVuSans-39"/>
  1486. <use transform="translate(1585.566406 0.78125)" xlink:href="#DejaVuSans-20"/>
  1487. <use transform="translate(1617.353516 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1488. <use transform="translate(1679.951172 0.78125)" xlink:href="#DejaVuSans-20"/>
  1489. <use transform="translate(1711.738281 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  1490. <use transform="translate(1775.117188 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1491. <use transform="translate(1808.808594 0.78125)" xlink:href="#DejaVuSans-20"/>
  1492. <use transform="translate(1840.595703 0.78125)" xlink:href="#DejaVuSans-33"/>
  1493. <use transform="translate(1904.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1494. <use transform="translate(1936.005859 0.78125)" xlink:href="#DejaVuSans-31"/>
  1495. <use transform="translate(1999.628906 0.78125)" xlink:href="#DejaVuSans-31"/>
  1496. <use transform="translate(2063.251953 0.78125)" xlink:href="#DejaVuSans-38"/>
  1497. </g>
  1498. </g>
  1499. <g id="text_6">
  1500. <!-- 590.66 -->
  1501. <defs>
  1502. <path d="M 31.78125 66.40625
  1503. Q 24.171875 66.40625 20.328125 58.90625
  1504. Q 16.5 51.421875 16.5 36.375
  1505. Q 16.5 21.390625 20.328125 13.890625
  1506. Q 24.171875 6.390625 31.78125 6.390625
  1507. Q 39.453125 6.390625 43.28125 13.890625
  1508. Q 47.125 21.390625 47.125 36.375
  1509. Q 47.125 51.421875 43.28125 58.90625
  1510. Q 39.453125 66.40625 31.78125 66.40625
  1511. z
  1512. M 31.78125 74.21875
  1513. Q 44.046875 74.21875 50.515625 64.515625
  1514. Q 56.984375 54.828125 56.984375 36.375
  1515. Q 56.984375 17.96875 50.515625 8.265625
  1516. Q 44.046875 -1.421875 31.78125 -1.421875
  1517. Q 19.53125 -1.421875 13.0625 8.265625
  1518. Q 6.59375 17.96875 6.59375 36.375
  1519. Q 6.59375 54.828125 13.0625 64.515625
  1520. Q 19.53125 74.21875 31.78125 74.21875
  1521. z
  1522. " id="DejaVuSans-30"/>
  1523. </defs>
  1524. <g style="fill:#d3d3d3;" transform="translate(7.2 51.858354)scale(0.03 -0.03)">
  1525. <use xlink:href="#DejaVuSans-35"/>
  1526. <use x="63.623047" xlink:href="#DejaVuSans-39"/>
  1527. <use x="127.246094" xlink:href="#DejaVuSans-30"/>
  1528. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  1529. <use x="222.65625" xlink:href="#DejaVuSans-36"/>
  1530. <use x="286.279297" xlink:href="#DejaVuSans-36"/>
  1531. </g>
  1532. </g>
  1533. </g>
  1534. <g id="axes_3">
  1535. <g id="patch_8">
  1536. <path d="M 18.697188 92.898048
  1537. L 372.281346 92.898048
  1538. L 372.281346 67.351296
  1539. L 18.697188 67.351296
  1540. z
  1541. " style="fill:#ffffff;"/>
  1542. </g>
  1543. <g id="matplotlib.axis_5">
  1544. <g id="xtick_11"/>
  1545. <g id="xtick_12"/>
  1546. <g id="xtick_13"/>
  1547. <g id="xtick_14"/>
  1548. <g id="xtick_15"/>
  1549. </g>
  1550. <g id="matplotlib.axis_6"/>
  1551. <g id="line2d_5">
  1552. <path clip-path="url(#pd9bd36486e)" d="M 18.697188 78.696667
  1553. L 372.281346 78.696667
  1554. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  1555. </g>
  1556. <g id="line2d_6">
  1557. <path clip-path="url(#pd9bd36486e)" d="M 18.697188 79.104843
  1558. L 20.03399 79.057331
  1559. L 20.702391 79.113039
  1560. L 21.370792 78.90619
  1561. L 22.039193 78.960147
  1562. L 22.707594 78.806881
  1563. L 26.718 78.791322
  1564. L 27.386401 78.737364
  1565. L 29.391604 78.882518
  1566. L 33.402011 78.9031
  1567. L 34.738813 78.871449
  1568. L 35.407214 78.760094
  1569. L 36.744016 78.911972
  1570. L 41.422823 78.810309
  1571. L 42.091224 78.938794
  1572. L 44.096428 78.722517
  1573. L 49.443636 78.855697
  1574. L 50.112037 78.80629
  1575. L 51.448839 78.978049
  1576. L 52.785641 78.858799
  1577. L 53.454042 78.902327
  1578. L 54.122443 78.78793
  1579. L 55.459246 78.848575
  1580. L 56.127647 78.735686
  1581. L 59.469652 79.031149
  1582. L 60.806454 78.858316
  1583. L 62.811657 78.697457
  1584. L 64.148459 78.80052
  1585. L 64.81686 78.71968
  1586. L 66.153662 78.976974
  1587. L 66.822064 78.924115
  1588. L 68.158866 79.089621
  1589. L 70.164069 79.065769
  1590. L 70.83247 79.132112
  1591. L 71.500871 78.990977
  1592. L 72.169272 78.995057
  1593. L 73.506074 78.842334
  1594. L 75.511277 78.890316
  1595. L 76.179678 78.862251
  1596. L 76.848079 79.02422
  1597. L 78.184881 78.966521
  1598. L 84.868892 79.065359
  1599. L 85.537293 78.86714
  1600. L 87.542496 78.777476
  1601. L 88.879298 78.920989
  1602. L 90.2161 78.822127
  1603. L 91.552903 78.942113
  1604. L 93.558106 79.138799
  1605. L 94.226507 78.986788
  1606. L 94.894908 78.977976
  1607. L 95.563309 78.836733
  1608. L 98.236913 79.211092
  1609. L 102.247319 78.926928
  1610. L 102.915721 79.006367
  1611. L 104.252523 78.916885
  1612. L 108.93133 79.003917
  1613. L 109.599731 79.129347
  1614. L 112.273335 78.923439
  1615. L 114.94694 79.099918
  1616. L 116.283742 78.86755
  1617. L 118.957346 79.078045
  1618. L 120.294148 79.309339
  1619. L 124.972955 79.016024
  1620. L 126.978159 79.045864
  1621. L 127.64656 79.149434
  1622. L 129.651763 79.048652
  1623. L 130.320164 78.857399
  1624. L 130.988565 78.985883
  1625. L 132.993768 79.059432
  1626. L 134.33057 78.844977
  1627. L 134.998971 78.768604
  1628. L 135.667372 78.910378
  1629. L 137.004174 78.847838
  1630. L 138.340976 78.975695
  1631. L 139.677779 78.977674
  1632. L 140.34618 79.030763
  1633. L 141.014581 78.9576
  1634. L 143.019784 79.174988
  1635. L 145.693388 78.729168
  1636. L 146.361789 78.999825
  1637. L 147.03019 79.532508
  1638. L 147.698591 78.85671
  1639. L 148.366992 79.210573
  1640. L 149.035393 79.09521
  1641. L 150.372195 79.112412
  1642. L 156.387805 79.053686
  1643. L 159.061409 79.114753
  1644. L 161.066612 79.274997
  1645. L 162.403414 79.107523
  1646. L 163.740217 79.019585
  1647. L 166.413821 79.119449
  1648. L 169.087425 78.935679
  1649. L 170.424227 79.086254
  1650. L 171.092628 78.962332
  1651. L 171.761029 79.024909
  1652. L 172.42943 79.270953
  1653. L 173.097831 79.206819
  1654. L 173.766232 79.352493
  1655. L 174.434633 79.221015
  1656. L 175.103035 78.960727
  1657. L 177.108238 78.944274
  1658. L 180.450243 79.377456
  1659. L 181.118644 79.055666
  1660. L 182.455446 79.271496
  1661. L 183.123847 79.140984
  1662. L 184.460649 79.214134
  1663. L 187.134254 78.997435
  1664. L 190.476259 79.315821
  1665. L 191.14466 79.044198
  1666. L 191.813061 79.155481
  1667. L 193.149863 79.053964
  1668. L 193.818264 78.949959
  1669. L 194.486665 79.014865
  1670. L 195.155066 79.23614
  1671. L 195.823467 79.234764
  1672. L 196.491868 79.036388
  1673. L 197.160269 79.279101
  1674. L 197.82867 79.244843
  1675. L 198.497071 79.065105
  1676. L 199.165473 79.271737
  1677. L 199.833874 79.226833
  1678. L 200.502275 79.32205
  1679. L 201.170676 79.178114
  1680. L 201.839077 79.240522
  1681. L 202.507478 79.10576
  1682. L 203.84428 79.129432
  1683. L 205.849483 79.406957
  1684. L 207.854686 79.165645
  1685. L 211.865093 79.092579
  1686. L 213.201895 79.683252
  1687. L 213.870296 79.197235
  1688. L 214.538697 79.327723
  1689. L 215.207098 79.064526
  1690. L 215.875499 78.969828
  1691. L 216.5439 78.696926
  1692. L 217.212301 78.79755
  1693. L 217.880702 78.721768
  1694. L 218.549103 78.879211
  1695. L 219.217504 78.917042
  1696. L 221.222707 79.366809
  1697. L 222.559509 79.319418
  1698. L 223.896312 79.363502
  1699. L 230.580322 78.786457
  1700. L 231.248723 78.867321
  1701. L 232.585525 79.237383
  1702. L 234.590728 79.051827
  1703. L 235.25913 78.897704
  1704. L 237.264333 79.006174
  1705. L 238.601135 79.202606
  1706. L 241.274739 79.220206
  1707. L 241.94314 78.907904
  1708. L 243.948343 78.808197
  1709. L 246.621947 79.170679
  1710. L 247.95875 79.211841
  1711. L 249.295552 79.344478
  1712. L 252.637557 78.961004
  1713. L 253.305958 79.120958
  1714. L 254.64276 79.093315
  1715. L 255.979562 79.259606
  1716. L 258.653166 79.302241
  1717. L 261.326771 79.573115
  1718. L 261.995172 79.402057
  1719. L 262.663573 79.461072
  1720. L 264.668776 79.132027
  1721. L 265.337177 79.245507
  1722. L 266.673979 79.16305
  1723. L 267.34238 79.234559
  1724. L 268.010781 78.987681
  1725. L 268.679182 79.234257
  1726. L 269.347583 79.344369
  1727. L 270.684385 79.207676
  1728. L 271.352787 79.401465
  1729. L 272.021188 79.147864
  1730. L 274.694792 79.081172
  1731. L 276.031594 78.948523
  1732. L 277.368396 78.914
  1733. L 278.036797 79.066469
  1734. L 279.373599 79.035278
  1735. L 280.042 79.225566
  1736. L 281.378802 79.203862
  1737. L 284.720808 79.093231
  1738. L 288.731214 79.085795
  1739. L 289.399615 79.02276
  1740. L 292.74162 79.189147
  1741. L 293.410021 79.205769
  1742. L 295.415225 78.845255
  1743. L 296.083626 78.837831
  1744. L 298.088829 79.067785
  1745. L 299.425631 79.036943
  1746. L 300.094032 79.017726
  1747. L 301.430834 79.177752
  1748. L 303.436037 79.192201
  1749. L 308.783246 78.895265
  1750. L 309.451647 78.76112
  1751. L 311.45685 78.802355
  1752. L 312.125251 78.914531
  1753. L 312.793652 78.596048
  1754. L 313.462053 78.898054
  1755. L 314.130454 78.815536
  1756. L 314.798855 78.936971
  1757. L 316.135657 78.961161
  1758. L 318.14086 79.038501
  1759. L 320.814465 78.696455
  1760. L 321.482866 78.750111
  1761. L 322.151267 78.559014
  1762. L 323.488069 78.856879
  1763. L 324.824871 78.969502
  1764. L 325.493272 78.845545
  1765. L 327.498475 79.08262
  1766. L 328.835277 78.896364
  1767. L 330.172079 78.410963
  1768. L 330.84048 78.374532
  1769. L 332.177283 78.593175
  1770. L 332.845684 78.464305
  1771. L 334.182486 79.036098
  1772. L 334.850887 78.903365
  1773. L 336.187689 79.039852
  1774. L 338.861293 79.006464
  1775. L 339.529694 78.706148
  1776. L 340.198095 78.785829
  1777. L 341.534897 78.516983
  1778. L 342.203298 78.637029
  1779. L 343.540101 78.562237
  1780. L 344.208502 78.692846
  1781. L 344.876903 78.538047
  1782. L 345.545304 78.764234
  1783. L 350.224111 78.974572
  1784. L 350.892512 78.79236
  1785. L 352.229314 78.754288
  1786. L 352.897715 78.628386
  1787. L 353.566116 78.764717
  1788. L 354.902918 78.602687
  1789. L 355.57132 78.775653
  1790. L 357.576523 78.83293
  1791. L 359.581726 78.748445
  1792. L 361.586929 78.664153
  1793. L 364.928934 79.014853
  1794. L 366.934137 78.85968
  1795. L 367.602539 78.80151
  1796. L 368.27094 78.614324
  1797. L 370.276143 78.492563
  1798. L 370.944544 78.710989
  1799. L 372.281346 78.747166
  1800. L 372.281346 78.747166
  1801. " style="fill:none;stroke:#33b07a;stroke-linecap:round;stroke-width:0.8;"/>
  1802. </g>
  1803. <g id="text_7">
  1804. <g id="patch_9">
  1805. <path d="M 18.697188 81.286572
  1806. L 44.787188 81.286572
  1807. Q 47.187188 81.286572 47.187188 78.886572
  1808. L 47.187188 71.144072
  1809. Q 47.187188 68.744072 44.787188 68.744072
  1810. L 18.697188 68.744072
  1811. Q 16.297188 68.744072 16.297188 71.144072
  1812. L 16.297188 78.886572
  1813. Q 16.297188 81.286572 18.697188 81.286572
  1814. z
  1815. " style="fill:#ffffff;opacity:0.8;"/>
  1816. </g>
  1817. <!-- GSWM -->
  1818. <defs>
  1819. <path d="M 3.328125 72.90625
  1820. L 13.28125 72.90625
  1821. L 28.609375 11.28125
  1822. L 43.890625 72.90625
  1823. L 54.984375 72.90625
  1824. L 70.3125 11.28125
  1825. L 85.59375 72.90625
  1826. L 95.609375 72.90625
  1827. L 77.296875 0
  1828. L 64.890625 0
  1829. L 49.515625 63.28125
  1830. L 33.984375 0
  1831. L 21.578125 0
  1832. z
  1833. " id="DejaVuSans-57"/>
  1834. <path d="M 9.8125 72.90625
  1835. L 24.515625 72.90625
  1836. L 43.109375 23.296875
  1837. L 61.8125 72.90625
  1838. L 76.515625 72.90625
  1839. L 76.515625 0
  1840. L 66.890625 0
  1841. L 66.890625 64.015625
  1842. L 48.09375 14.015625
  1843. L 38.1875 14.015625
  1844. L 19.390625 64.015625
  1845. L 19.390625 0
  1846. L 9.8125 0
  1847. z
  1848. " id="DejaVuSans-4d"/>
  1849. </defs>
  1850. <g style="fill:#33b07a;" transform="translate(18.697188 77.222822)scale(0.08 -0.08)">
  1851. <use xlink:href="#DejaVuSans-47"/>
  1852. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  1853. <use x="140.966797" xlink:href="#DejaVuSans-57"/>
  1854. <use x="239.84375" xlink:href="#DejaVuSans-4d"/>
  1855. </g>
  1856. </g>
  1857. <g id="text_8">
  1858. <g id="patch_10">
  1859. <path d="M 280.129663 78.150947
  1860. L 365.209663 78.150947
  1861. Q 366.409663 78.150947 366.409663 76.950947
  1862. L 366.409663 73.079697
  1863. Q 366.409663 71.879697 365.209663 71.879697
  1864. L 280.129663 71.879697
  1865. Q 278.929663 71.879697 278.929663 73.079697
  1866. L 278.929663 76.950947
  1867. Q 278.929663 78.150947 280.129663 78.150947
  1868. z
  1869. " style="fill:#ffffff;opacity:0.8;"/>
  1870. </g>
  1871. <!-- max: 557.371 $\bullet$ mean: 554.210 $\bullet$ $\sigma$: 0.958 -->
  1872. <g style="fill:#33b07a;" transform="translate(280.129663 76.119072)scale(0.04 -0.04)">
  1873. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1874. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  1875. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  1876. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1877. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  1878. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-35"/>
  1879. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-35"/>
  1880. <use transform="translate(410.486328 0.78125)" xlink:href="#DejaVuSans-37"/>
  1881. <use transform="translate(474.109375 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1882. <use transform="translate(505.896484 0.78125)" xlink:href="#DejaVuSans-33"/>
  1883. <use transform="translate(569.519531 0.78125)" xlink:href="#DejaVuSans-37"/>
  1884. <use transform="translate(633.142578 0.78125)" xlink:href="#DejaVuSans-31"/>
  1885. <use transform="translate(696.765625 0.78125)" xlink:href="#DejaVuSans-20"/>
  1886. <use transform="translate(728.552734 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1887. <use transform="translate(791.150391 0.78125)" xlink:href="#DejaVuSans-20"/>
  1888. <use transform="translate(822.9375 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1889. <use transform="translate(920.349609 0.78125)" xlink:href="#DejaVuSans-65"/>
  1890. <use transform="translate(981.873047 0.78125)" xlink:href="#DejaVuSans-61"/>
  1891. <use transform="translate(1043.152344 0.78125)" xlink:href="#DejaVuSans-6e"/>
  1892. <use transform="translate(1106.53125 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1893. <use transform="translate(1140.222656 0.78125)" xlink:href="#DejaVuSans-20"/>
  1894. <use transform="translate(1172.009766 0.78125)" xlink:href="#DejaVuSans-35"/>
  1895. <use transform="translate(1235.632812 0.78125)" xlink:href="#DejaVuSans-35"/>
  1896. <use transform="translate(1299.255859 0.78125)" xlink:href="#DejaVuSans-34"/>
  1897. <use transform="translate(1362.878906 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1898. <use transform="translate(1394.587891 0.78125)" xlink:href="#DejaVuSans-32"/>
  1899. <use transform="translate(1458.210938 0.78125)" xlink:href="#DejaVuSans-31"/>
  1900. <use transform="translate(1521.833984 0.78125)" xlink:href="#DejaVuSans-30"/>
  1901. <use transform="translate(1585.457031 0.78125)" xlink:href="#DejaVuSans-20"/>
  1902. <use transform="translate(1617.244141 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1903. <use transform="translate(1679.841797 0.78125)" xlink:href="#DejaVuSans-20"/>
  1904. <use transform="translate(1711.628906 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  1905. <use transform="translate(1775.007812 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1906. <use transform="translate(1808.699219 0.78125)" xlink:href="#DejaVuSans-20"/>
  1907. <use transform="translate(1840.486328 0.78125)" xlink:href="#DejaVuSans-30"/>
  1908. <use transform="translate(1904.109375 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1909. <use transform="translate(1935.896484 0.78125)" xlink:href="#DejaVuSans-39"/>
  1910. <use transform="translate(1999.519531 0.78125)" xlink:href="#DejaVuSans-35"/>
  1911. <use transform="translate(2063.142578 0.78125)" xlink:href="#DejaVuSans-38"/>
  1912. </g>
  1913. </g>
  1914. <g id="text_9">
  1915. <!-- 555.74 -->
  1916. <g style="fill:#d3d3d3;" transform="translate(7.2 79.52448)scale(0.03 -0.03)">
  1917. <use xlink:href="#DejaVuSans-35"/>
  1918. <use x="63.623047" xlink:href="#DejaVuSans-35"/>
  1919. <use x="127.246094" xlink:href="#DejaVuSans-35"/>
  1920. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  1921. <use x="222.65625" xlink:href="#DejaVuSans-37"/>
  1922. <use x="286.279297" xlink:href="#DejaVuSans-34"/>
  1923. </g>
  1924. </g>
  1925. </g>
  1926. <g id="axes_4">
  1927. <g id="patch_11">
  1928. <path d="M 18.697188 120.573696
  1929. L 372.281346 120.573696
  1930. L 372.281346 95.026944
  1931. L 18.697188 95.026944
  1932. z
  1933. " style="fill:#ffffff;"/>
  1934. </g>
  1935. <g id="matplotlib.axis_7">
  1936. <g id="xtick_16"/>
  1937. <g id="xtick_17"/>
  1938. <g id="xtick_18"/>
  1939. <g id="xtick_19"/>
  1940. <g id="xtick_20"/>
  1941. </g>
  1942. <g id="matplotlib.axis_8"/>
  1943. <g id="line2d_7">
  1944. <path clip-path="url(#p90a2deed6c)" d="M 18.697188 108.144933
  1945. L 372.281346 108.144933
  1946. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  1947. </g>
  1948. <g id="line2d_8">
  1949. <path clip-path="url(#p90a2deed6c)" d="M 19.365589 105.812608
  1950. L 20.03399 108.973251
  1951. L 20.702391 110.761357
  1952. L 21.370792 109.867801
  1953. L 22.039193 110.654349
  1954. L 22.707594 109.820561
  1955. L 23.375995 107.35128
  1956. L 24.044396 108.901789
  1957. L 24.712797 110.800674
  1958. L 25.381198 109.151593
  1959. L 26.049599 111.017577
  1960. L 26.718 110.236992
  1961. L 27.386401 108.0131
  1962. L 28.054802 108.352147
  1963. L 28.723203 110.877131
  1964. L 29.391604 108.910834
  1965. L 30.060005 110.188592
  1966. L 30.728407 108.727906
  1967. L 31.396808 111.998011
  1968. L 32.065209 110.906455
  1969. L 32.73361 110.74762
  1970. L 33.402011 110.390852
  1971. L 34.070412 111.479762
  1972. L 34.738813 111.130119
  1973. L 36.075615 111.15979
  1974. L 36.744016 111.518753
  1975. L 37.412417 109.647904
  1976. L 38.080818 112.132668
  1977. L 38.749219 110.735736
  1978. L 39.41762 111.095305
  1979. L 40.086021 109.576011
  1980. L 41.422823 110.202477
  1981. L 42.091224 111.260554
  1982. L 42.759626 110.018969
  1983. L 43.428027 111.006726
  1984. L 44.096428 110.402631
  1985. L 44.764829 109.025679
  1986. L 45.43323 110.248727
  1987. L 46.101631 109.775282
  1988. L 46.770032 108.822923
  1989. L 47.438433 109.848055
  1990. L 48.775235 112.556806
  1991. L 49.443636 112.172262
  1992. L 50.112037 112.903261
  1993. L 50.780438 114.399988
  1994. L 51.448839 113.411221
  1995. L 52.11724 111.777019
  1996. L 52.785641 112.986091
  1997. L 53.454042 114.934926
  1998. L 54.122443 113.729794
  1999. L 54.790845 111.101742
  2000. L 55.459246 112.678283
  2001. L 56.127647 112.161541
  2002. L 56.796048 113.080161
  2003. L 57.464449 113.616025
  2004. L 58.801251 113.086254
  2005. L 59.469652 111.643805
  2006. L 60.138053 111.629919
  2007. L 60.806454 109.498048
  2008. L 61.474855 112.64123
  2009. L 62.143256 109.592333
  2010. L 62.811657 112.623422
  2011. L 63.480058 109.463685
  2012. L 64.148459 112.820819
  2013. L 64.81686 110.826467
  2014. L 65.485261 113.631138
  2015. L 66.153662 112.434188
  2016. L 67.490465 111.578331
  2017. L 68.158866 110.15946
  2018. L 68.827267 111.473194
  2019. L 69.495668 113.655575
  2020. L 70.164069 111.650589
  2021. L 70.83247 113.183488
  2022. L 72.169272 112.918936
  2023. L 72.837673 111.544053
  2024. L 73.506074 111.01749
  2025. L 74.174475 111.898
  2026. L 74.842876 113.437511
  2027. L 75.511277 111.961539
  2028. L 76.179678 111.126675
  2029. L 76.848079 112.170283
  2030. L 77.51648 114.133178
  2031. L 78.184881 113.245928
  2032. L 79.521684 111.194302
  2033. L 80.190085 109.085945
  2034. L 80.858486 112.097099
  2035. L 81.526887 111.942247
  2036. L 82.195288 112.741606
  2037. L 82.863689 113.104382
  2038. L 84.200491 112.434252
  2039. L 84.868892 111.685555
  2040. L 85.537293 112.081444
  2041. L 86.205694 113.190118
  2042. L 86.874095 111.646669
  2043. L 87.542496 111.313499
  2044. L 88.210897 110.066853
  2045. L 88.879298 112.176656
  2046. L 89.547699 107.805818
  2047. L 90.2161 108.935831
  2048. L 90.884502 111.412476
  2049. L 91.552903 112.244242
  2050. L 92.221304 110.217485
  2051. L 92.889705 105.910317
  2052. L 93.558106 108.242834
  2053. L 94.226507 109.611001
  2054. L 94.894908 112.757304
  2055. L 95.563309 108.828112
  2056. L 96.23171 111.165322
  2057. L 96.900111 110.555241
  2058. L 97.568512 109.507134
  2059. L 98.236913 110.608511
  2060. L 98.905314 109.511246
  2061. L 99.573715 109.916352
  2062. L 100.242116 111.973617
  2063. L 100.910517 112.455912
  2064. L 101.578918 111.979947
  2065. L 102.247319 108.502068
  2066. L 102.915721 110.269612
  2067. L 103.584122 111.315006
  2068. L 104.252523 110.750872
  2069. L 104.920924 109.595346
  2070. L 105.589325 109.396507
  2071. L 106.926127 110.159739
  2072. L 107.594528 109.610269
  2073. L 108.262929 109.232205
  2074. L 108.93133 110.165034
  2075. L 109.599731 110.534615
  2076. L 110.268132 109.932371
  2077. L 110.936533 112.519084
  2078. L 111.604934 113.388313
  2079. L 112.273335 110.127635
  2080. L 112.941736 110.998071
  2081. L 113.610137 110.027819
  2082. L 114.278538 105.827918
  2083. L 114.94694 105.079157
  2084. L 116.283742 110.918685
  2085. L 116.952143 111.93245
  2086. L 117.620544 110.804526
  2087. L 118.288945 111.809272
  2088. L 118.957346 112.217048
  2089. L 119.625747 112.081057
  2090. L 120.294148 109.772677
  2091. L 120.962549 109.955969
  2092. L 121.63095 111.537916
  2093. L 122.299351 110.996713
  2094. L 122.967752 112.060495
  2095. L 123.636153 111.57693
  2096. L 124.304554 111.60294
  2097. L 124.972955 110.353992
  2098. L 126.309757 110.736016
  2099. L 126.978159 114.099611
  2100. L 127.64656 113.203146
  2101. L 128.983362 110.382564
  2102. L 129.651763 110.209089
  2103. L 130.320164 106.219393
  2104. L 130.988565 112.793497
  2105. L 131.656966 108.598806
  2106. L 132.325367 110.244163
  2107. L 132.993768 111.42869
  2108. L 133.662169 111.618872
  2109. L 134.33057 110.555952
  2110. L 134.998971 109.763462
  2111. L 135.667372 110.406419
  2112. L 136.335773 110.626552
  2113. L 137.004174 106.010544
  2114. L 137.672575 110.21798
  2115. L 139.009378 109.896307
  2116. L 139.677779 111.470697
  2117. L 140.34618 108.588945
  2118. L 141.014581 110.534572
  2119. L 141.682982 109.290361
  2120. L 142.351383 111.106154
  2121. L 143.019784 110.245842
  2122. L 143.688185 110.474372
  2123. L 144.356586 108.167992
  2124. L 145.024987 112.814641
  2125. L 145.693388 111.315933
  2126. L 146.361789 108.746166
  2127. L 147.03019 98.81146
  2128. L 147.698591 105.196822
  2129. L 148.366992 109.513292
  2130. L 149.035393 110.58433
  2131. L 149.703794 112.00094
  2132. L 150.372195 110.026656
  2133. L 151.040597 109.691441
  2134. L 151.708998 110.884795
  2135. L 152.377399 111.330553
  2136. L 153.0458 110.040329
  2137. L 153.714201 111.475476
  2138. L 154.382602 109.251712
  2139. L 155.051003 107.637577
  2140. L 155.719404 110.527164
  2141. L 156.387805 111.679117
  2142. L 157.056206 111.370082
  2143. L 157.724607 110.142838
  2144. L 158.393008 109.791624
  2145. L 159.061409 110.886625
  2146. L 159.72981 108.285919
  2147. L 160.398211 111.702305
  2148. L 161.066612 112.647968
  2149. L 161.735013 111.909714
  2150. L 162.403414 110.553196
  2151. L 163.071816 109.643705
  2152. L 163.740217 112.575171
  2153. L 164.408618 111.188748
  2154. L 165.077019 107.720902
  2155. L 165.74542 110.168589
  2156. L 166.413821 111.655691
  2157. L 167.082222 112.555384
  2158. L 167.750623 110.779724
  2159. L 168.419024 104.717091
  2160. L 169.087425 108.306545
  2161. L 169.755826 109.750177
  2162. L 170.424227 112.718267
  2163. L 171.092628 110.304901
  2164. L 171.761029 106.924901
  2165. L 172.42943 112.879922
  2166. L 173.097831 110.133772
  2167. L 173.766232 110.528738
  2168. L 174.434633 110.282422
  2169. L 175.103035 109.157578
  2170. L 175.771436 113.174079
  2171. L 176.439837 112.634254
  2172. L 177.108238 111.94102
  2173. L 177.776639 112.048308
  2174. L 178.44504 111.451082
  2175. L 179.113441 111.825722
  2176. L 179.781842 112.46151
  2177. L 180.450243 111.491495
  2178. L 181.118644 109.083039
  2179. L 181.787045 109.95851
  2180. L 182.455446 111.455992
  2181. L 183.123847 111.352426
  2182. L 183.792248 102.523471
  2183. L 184.460649 110.572595
  2184. L 185.12905 109.050999
  2185. L 185.797451 109.360745
  2186. L 186.465852 109.110038
  2187. L 187.134254 109.520958
  2188. L 187.802655 110.741378
  2189. L 188.471056 109.632702
  2190. L 189.139457 111.656939
  2191. L 189.807858 111.260661
  2192. L 190.476259 109.389102
  2193. L 191.14466 109.520399
  2194. L 191.813061 110.52891
  2195. L 192.481462 108.304283
  2196. L 193.149863 110.138187
  2197. L 193.818264 112.731357
  2198. L 194.486665 112.281641
  2199. L 195.155066 112.430959
  2200. L 196.491868 110.076974
  2201. L 197.160269 110.59531
  2202. L 197.82867 109.598103
  2203. L 198.497071 110.816177
  2204. L 199.165473 111.709066
  2205. L 199.833874 111.343579
  2206. L 200.502275 111.408516
  2207. L 201.170676 110.282314
  2208. L 201.839077 110.987111
  2209. L 203.175879 111.499634
  2210. L 203.84428 110.65198
  2211. L 204.512681 112.477098
  2212. L 205.181082 113.714486
  2213. L 205.849483 111.553031
  2214. L 206.517884 111.203927
  2215. L 207.854686 111.129236
  2216. L 208.523087 111.635473
  2217. L 209.191488 111.662991
  2218. L 209.859889 110.832971
  2219. L 210.52829 106.348257
  2220. L 211.865093 110.649223
  2221. L 212.533494 108.129561
  2222. L 213.201895 100.491008
  2223. L 213.870296 99.929222
  2224. L 214.538697 107.791006
  2225. L 215.207098 110.828448
  2226. L 215.875499 109.225185
  2227. L 216.5439 109.838605
  2228. L 217.212301 110.180086
  2229. L 217.880702 111.744766
  2230. L 218.549103 109.594399
  2231. L 219.217504 111.549004
  2232. L 219.885905 111.586555
  2233. L 220.554306 109.316434
  2234. L 221.222707 111.273947
  2235. L 221.891108 112.627557
  2236. L 222.559509 111.736067
  2237. L 223.227911 113.589475
  2238. L 224.564713 112.643964
  2239. L 225.233114 111.958202
  2240. L 225.901515 112.076773
  2241. L 226.569916 112.000919
  2242. L 227.238317 111.794501
  2243. L 227.906718 111.400657
  2244. L 228.575119 111.747907
  2245. L 229.911921 110.776236
  2246. L 230.580322 112.42592
  2247. L 231.248723 111.623158
  2248. L 231.917124 112.268572
  2249. L 233.253926 111.314942
  2250. L 233.922327 108.785782
  2251. L 234.590728 110.147057
  2252. L 235.25913 110.632797
  2253. L 235.927531 111.838016
  2254. L 236.595932 111.819457
  2255. L 237.264333 111.434244
  2256. L 237.932734 112.561542
  2257. L 238.601135 112.02652
  2258. L 239.269536 113.760152
  2259. L 239.937937 111.508527
  2260. L 240.606338 110.298744
  2261. L 241.274739 111.268865
  2262. L 241.94314 109.211815
  2263. L 243.279942 112.068829
  2264. L 243.948343 109.916956
  2265. L 244.616744 111.048432
  2266. L 245.285145 110.313728
  2267. L 245.953546 112.1801
  2268. L 247.290349 110.065734
  2269. L 247.95875 112.617804
  2270. L 248.627151 113.877604
  2271. L 249.295552 113.329553
  2272. L 249.963953 111.836615
  2273. L 250.632354 107.925424
  2274. L 251.300755 107.395181
  2275. L 251.969156 106.363544
  2276. L 252.637557 105.912103
  2277. L 253.305958 110.580066
  2278. L 253.974359 110.913303
  2279. L 254.64276 110.810556
  2280. L 255.311161 110.248919
  2281. L 255.979562 108.820641
  2282. L 256.647963 109.064759
  2283. L 257.316364 112.263446
  2284. L 257.984765 111.637778
  2285. L 258.653166 112.617588
  2286. L 259.321568 112.309523
  2287. L 259.989969 112.563115
  2288. L 260.65837 113.045302
  2289. L 261.326771 111.342544
  2290. L 261.995172 113.240371
  2291. L 262.663573 112.656043
  2292. L 263.331974 111.366938
  2293. L 264.000375 111.344374
  2294. L 264.668776 112.286053
  2295. L 265.337177 112.032397
  2296. L 266.005578 112.538203
  2297. L 267.34238 112.215862
  2298. L 268.010781 113.721719
  2299. L 268.679182 112.359497
  2300. L 269.347583 111.565949
  2301. L 270.015984 112.74361
  2302. L 270.684385 113.153345
  2303. L 271.352787 111.577081
  2304. L 272.021188 112.71734
  2305. L 272.689589 112.5885
  2306. L 274.026391 115.174179
  2307. L 274.694792 111.777342
  2308. L 275.363193 109.776229
  2309. L 276.031594 112.130558
  2310. L 276.699995 113.196386
  2311. L 277.368396 112.210179
  2312. L 278.036797 112.648443
  2313. L 278.705198 113.424526
  2314. L 279.373599 111.553462
  2315. L 280.042 115.698545
  2316. L 280.710401 114.830308
  2317. L 281.378802 113.413353
  2318. L 282.047203 112.44661
  2319. L 283.384006 114.169651
  2320. L 284.052407 114.515266
  2321. L 284.720808 111.618076
  2322. L 285.389209 115.782839
  2323. L 286.05761 114.187156
  2324. L 286.726011 113.001959
  2325. L 287.394412 113.288794
  2326. L 288.062813 115.08911
  2327. L 288.731214 113.037464
  2328. L 289.399615 114.403779
  2329. L 290.068016 114.723772
  2330. L 290.736417 112.981248
  2331. L 291.404818 114.901295
  2332. L 292.073219 114.266754
  2333. L 292.74162 113.381485
  2334. L 293.410021 111.963132
  2335. L 294.078422 111.186466
  2336. L 294.746823 110.868648
  2337. L 295.415225 113.856072
  2338. L 296.083626 113.091744
  2339. L 296.752027 115.804973
  2340. L 297.420428 112.759414
  2341. L 298.088829 111.607247
  2342. L 298.75723 111.636076
  2343. L 299.425631 112.411904
  2344. L 300.094032 114.227009
  2345. L 300.762433 113.302511
  2346. L 301.430834 113.577247
  2347. L 302.099235 114.189933
  2348. L 302.767636 112.837205
  2349. L 303.436037 116.206224
  2350. L 304.104438 115.105193
  2351. L 304.772839 114.226233
  2352. L 305.44124 109.13945
  2353. L 306.109641 114.08583
  2354. L 306.778042 111.784167
  2355. L 307.446444 108.926378
  2356. L 308.114845 112.230698
  2357. L 308.783246 112.643017
  2358. L 309.451647 111.725451
  2359. L 310.120048 111.156302
  2360. L 310.788449 112.714371
  2361. L 311.45685 112.903025
  2362. L 312.125251 108.732965
  2363. L 312.793652 106.991688
  2364. L 313.462053 110.981728
  2365. L 314.130454 110.970122
  2366. L 314.798855 111.417042
  2367. L 315.467256 112.123258
  2368. L 316.135657 110.942971
  2369. L 316.804058 111.585695
  2370. L 317.472459 111.685963
  2371. L 318.14086 112.751403
  2372. L 318.809261 111.371289
  2373. L 319.477663 112.528514
  2374. L 320.146064 112.983358
  2375. L 320.814465 111.675565
  2376. L 321.482866 112.466033
  2377. L 322.151267 112.501666
  2378. L 322.819668 112.204558
  2379. L 323.488069 111.595081
  2380. L 324.15647 111.213596
  2381. L 324.824871 113.104857
  2382. L 325.493272 113.231673
  2383. L 326.161673 114.342328
  2384. L 326.830074 114.209935
  2385. L 327.498475 112.154931
  2386. L 328.166876 109.428352
  2387. L 328.835277 110.543614
  2388. L 329.503678 110.72568
  2389. L 330.172079 110.416712
  2390. L 330.84048 112.000057
  2391. L 331.508882 110.108667
  2392. L 332.845684 112.865454
  2393. L 333.514085 111.729607
  2394. L 334.182486 112.089755
  2395. L 334.850887 112.016894
  2396. L 335.519288 112.817159
  2397. L 336.187689 114.157959
  2398. L 336.85609 113.092971
  2399. L 337.524491 114.082149
  2400. L 338.192892 112.708857
  2401. L 338.861293 112.620969
  2402. L 339.529694 111.587373
  2403. L 340.198095 111.814395
  2404. L 340.866496 107.197892
  2405. L 342.203298 113.04696
  2406. L 342.871699 111.544204
  2407. L 343.540101 110.99075
  2408. L 344.208502 111.31688
  2409. L 344.876903 112.346643
  2410. L 345.545304 112.758012
  2411. L 346.213705 112.510513
  2412. L 346.882106 112.488489
  2413. L 347.550507 112.72223
  2414. L 348.218908 109.600664
  2415. L 348.887309 109.111481
  2416. L 349.55571 109.997912
  2417. L 350.224111 110.471272
  2418. L 350.892512 110.442743
  2419. L 352.229314 112.419352
  2420. L 354.234517 110.454822
  2421. L 355.57132 112.776467
  2422. L 356.239721 109.905177
  2423. L 356.908122 112.957023
  2424. L 357.576523 111.20143
  2425. L 358.244924 111.501679
  2426. L 358.913325 113.387882
  2427. L 359.581726 113.26341
  2428. L 360.250127 111.651472
  2429. L 360.918528 110.518425
  2430. L 361.586929 110.653487
  2431. L 362.25533 109.242066
  2432. L 362.923731 112.223398
  2433. L 363.592132 111.154577
  2434. L 364.260533 109.399436
  2435. L 364.928934 111.611164
  2436. L 365.597335 109.061507
  2437. L 366.265736 111.083354
  2438. L 366.934137 110.666816
  2439. L 367.602539 110.786098
  2440. L 368.27094 110.696184
  2441. L 368.939341 110.918406
  2442. L 370.276143 110.005383
  2443. L 370.944544 109.103298
  2444. L 372.281346 109.312881
  2445. L 372.281346 109.312881
  2446. " style="fill:none;stroke:#38a9c5;stroke-linecap:round;stroke-width:0.8;"/>
  2447. </g>
  2448. <g id="text_10">
  2449. <g id="patch_12">
  2450. <path d="M 18.697188 108.96222
  2451. L 46.430938 108.96222
  2452. Q 48.830938 108.96222 48.830938 106.56222
  2453. L 48.830938 98.81972
  2454. Q 48.830938 96.41972 46.430938 96.41972
  2455. L 18.697188 96.41972
  2456. Q 16.297188 96.41972 16.297188 98.81972
  2457. L 16.297188 106.56222
  2458. Q 16.297188 108.96222 18.697188 108.96222
  2459. z
  2460. " style="fill:#ffffff;opacity:0.8;"/>
  2461. </g>
  2462. <!-- DVARS -->
  2463. <defs>
  2464. <path d="M 19.671875 64.796875
  2465. L 19.671875 8.109375
  2466. L 31.59375 8.109375
  2467. Q 46.6875 8.109375 53.6875 14.9375
  2468. Q 60.6875 21.78125 60.6875 36.53125
  2469. Q 60.6875 51.171875 53.6875 57.984375
  2470. Q 46.6875 64.796875 31.59375 64.796875
  2471. z
  2472. M 9.8125 72.90625
  2473. L 30.078125 72.90625
  2474. Q 51.265625 72.90625 61.171875 64.09375
  2475. Q 71.09375 55.28125 71.09375 36.53125
  2476. Q 71.09375 17.671875 61.125 8.828125
  2477. Q 51.171875 0 30.078125 0
  2478. L 9.8125 0
  2479. z
  2480. " id="DejaVuSans-44"/>
  2481. <path d="M 28.609375 0
  2482. L 0.78125 72.90625
  2483. L 11.078125 72.90625
  2484. L 34.1875 11.53125
  2485. L 57.328125 72.90625
  2486. L 67.578125 72.90625
  2487. L 39.796875 0
  2488. z
  2489. " id="DejaVuSans-56"/>
  2490. <path d="M 34.1875 63.1875
  2491. L 20.796875 26.90625
  2492. L 47.609375 26.90625
  2493. z
  2494. M 28.609375 72.90625
  2495. L 39.796875 72.90625
  2496. L 67.578125 0
  2497. L 57.328125 0
  2498. L 50.6875 18.703125
  2499. L 17.828125 18.703125
  2500. L 11.1875 0
  2501. L 0.78125 0
  2502. z
  2503. " id="DejaVuSans-41"/>
  2504. <path d="M 44.390625 34.1875
  2505. Q 47.5625 33.109375 50.5625 29.59375
  2506. Q 53.5625 26.078125 56.59375 19.921875
  2507. L 66.609375 0
  2508. L 56 0
  2509. L 46.6875 18.703125
  2510. Q 43.0625 26.03125 39.671875 28.421875
  2511. Q 36.28125 30.8125 30.421875 30.8125
  2512. L 19.671875 30.8125
  2513. L 19.671875 0
  2514. L 9.8125 0
  2515. L 9.8125 72.90625
  2516. L 32.078125 72.90625
  2517. Q 44.578125 72.90625 50.734375 67.671875
  2518. Q 56.890625 62.453125 56.890625 51.90625
  2519. Q 56.890625 45.015625 53.6875 40.46875
  2520. Q 50.484375 35.9375 44.390625 34.1875
  2521. z
  2522. M 19.671875 64.796875
  2523. L 19.671875 38.921875
  2524. L 32.078125 38.921875
  2525. Q 39.203125 38.921875 42.84375 42.21875
  2526. Q 46.484375 45.515625 46.484375 51.90625
  2527. Q 46.484375 58.296875 42.84375 61.546875
  2528. Q 39.203125 64.796875 32.078125 64.796875
  2529. z
  2530. " id="DejaVuSans-52"/>
  2531. </defs>
  2532. <g style="fill:#38a9c5;" transform="translate(18.697188 104.89847)scale(0.08 -0.08)">
  2533. <use xlink:href="#DejaVuSans-44"/>
  2534. <use x="76.986328" xlink:href="#DejaVuSans-56"/>
  2535. <use x="145.300781" xlink:href="#DejaVuSans-41"/>
  2536. <use x="213.708984" xlink:href="#DejaVuSans-52"/>
  2537. <use x="283.191406" xlink:href="#DejaVuSans-53"/>
  2538. </g>
  2539. </g>
  2540. <g id="text_11">
  2541. <g id="patch_13">
  2542. <path d="M 290.289663 105.826595
  2543. L 365.209663 105.826595
  2544. Q 366.409663 105.826595 366.409663 104.626595
  2545. L 366.409663 100.755345
  2546. Q 366.409663 99.555345 365.209663 99.555345
  2547. L 290.289663 99.555345
  2548. Q 289.089663 99.555345 289.089663 100.755345
  2549. L 289.089663 104.626595
  2550. Q 289.089663 105.826595 290.289663 105.826595
  2551. z
  2552. " style="fill:#ffffff;opacity:0.8;"/>
  2553. </g>
  2554. <!-- max: 1.758 $\bullet$ mean: 1.184 $\bullet$ $\sigma$: 0.093 -->
  2555. <g style="fill:#38a9c5;" transform="translate(290.289663 103.79472)scale(0.04 -0.04)">
  2556. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  2557. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  2558. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  2559. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2560. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  2561. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-31"/>
  2562. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2563. <use transform="translate(378.650391 0.78125)" xlink:href="#DejaVuSans-37"/>
  2564. <use transform="translate(442.273438 0.78125)" xlink:href="#DejaVuSans-35"/>
  2565. <use transform="translate(505.896484 0.78125)" xlink:href="#DejaVuSans-38"/>
  2566. <use transform="translate(569.519531 0.78125)" xlink:href="#DejaVuSans-20"/>
  2567. <use transform="translate(601.306641 0.78125)" xlink:href="#DejaVuSans-2219"/>
  2568. <use transform="translate(663.904297 0.78125)" xlink:href="#DejaVuSans-20"/>
  2569. <use transform="translate(695.691406 0.78125)" xlink:href="#DejaVuSans-6d"/>
  2570. <use transform="translate(793.103516 0.78125)" xlink:href="#DejaVuSans-65"/>
  2571. <use transform="translate(854.626953 0.78125)" xlink:href="#DejaVuSans-61"/>
  2572. <use transform="translate(915.90625 0.78125)" xlink:href="#DejaVuSans-6e"/>
  2573. <use transform="translate(979.285156 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2574. <use transform="translate(1012.976562 0.78125)" xlink:href="#DejaVuSans-20"/>
  2575. <use transform="translate(1044.763672 0.78125)" xlink:href="#DejaVuSans-31"/>
  2576. <use transform="translate(1108.386719 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2577. <use transform="translate(1140.173828 0.78125)" xlink:href="#DejaVuSans-31"/>
  2578. <use transform="translate(1203.796875 0.78125)" xlink:href="#DejaVuSans-38"/>
  2579. <use transform="translate(1267.419922 0.78125)" xlink:href="#DejaVuSans-34"/>
  2580. <use transform="translate(1331.042969 0.78125)" xlink:href="#DejaVuSans-20"/>
  2581. <use transform="translate(1362.830078 0.78125)" xlink:href="#DejaVuSans-2219"/>
  2582. <use transform="translate(1425.427734 0.78125)" xlink:href="#DejaVuSans-20"/>
  2583. <use transform="translate(1457.214844 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  2584. <use transform="translate(1520.59375 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2585. <use transform="translate(1554.285156 0.78125)" xlink:href="#DejaVuSans-20"/>
  2586. <use transform="translate(1586.072266 0.78125)" xlink:href="#DejaVuSans-30"/>
  2587. <use transform="translate(1649.695312 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2588. <use transform="translate(1681.482422 0.78125)" xlink:href="#DejaVuSans-30"/>
  2589. <use transform="translate(1745.105469 0.78125)" xlink:href="#DejaVuSans-39"/>
  2590. <use transform="translate(1808.728516 0.78125)" xlink:href="#DejaVuSans-33"/>
  2591. </g>
  2592. </g>
  2593. <g id="text_12">
  2594. <!-- 1.32 -->
  2595. <g style="fill:#d3d3d3;" transform="translate(11.0175 108.972746)scale(0.03 -0.03)">
  2596. <use xlink:href="#DejaVuSans-31"/>
  2597. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  2598. <use x="95.410156" xlink:href="#DejaVuSans-33"/>
  2599. <use x="159.033203" xlink:href="#DejaVuSans-32"/>
  2600. </g>
  2601. </g>
  2602. </g>
  2603. <g id="axes_5">
  2604. <g id="patch_14">
  2605. <path d="M 18.697188 148.249344
  2606. L 372.281346 148.249344
  2607. L 372.281346 122.702592
  2608. L 18.697188 122.702592
  2609. z
  2610. " style="fill:#ffffff;"/>
  2611. </g>
  2612. <g id="matplotlib.axis_9">
  2613. <g id="xtick_21"/>
  2614. <g id="xtick_22"/>
  2615. <g id="xtick_23"/>
  2616. <g id="xtick_24"/>
  2617. <g id="xtick_25"/>
  2618. </g>
  2619. <g id="matplotlib.axis_10"/>
  2620. <g id="line2d_9">
  2621. <path clip-path="url(#pe3bb000881)" d="M 18.697188 137.693856
  2622. L 372.281346 137.693856
  2623. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  2624. </g>
  2625. <g id="line2d_10">
  2626. <path clip-path="url(#pe3bb000881)" d="M 19.365589 142.705899
  2627. L 20.702391 144.425047
  2628. L 21.370792 141.64124
  2629. L 22.039193 144.191258
  2630. L 22.707594 143.878138
  2631. L 23.375995 142.937184
  2632. L 24.044396 144.286062
  2633. L 24.712797 144.09007
  2634. L 25.381198 140.790305
  2635. L 26.049599 143.94499
  2636. L 26.718 144.260139
  2637. L 27.386401 139.331296
  2638. L 28.054802 140.971078
  2639. L 28.723203 144.7777
  2640. L 29.391604 141.037202
  2641. L 30.060005 142.65917
  2642. L 30.728407 143.246646
  2643. L 31.396808 141.735858
  2644. L 32.065209 142.413893
  2645. L 32.73361 138.606793
  2646. L 33.402011 140.232063
  2647. L 34.070412 143.32811
  2648. L 34.738813 139.120899
  2649. L 35.407214 140.045159
  2650. L 36.075615 144.628006
  2651. L 37.412417 138.770189
  2652. L 38.080818 144.24053
  2653. L 38.749219 140.866833
  2654. L 39.41762 138.946274
  2655. L 41.422823 143.87998
  2656. L 42.091224 141.457932
  2657. L 42.759626 141.27171
  2658. L 43.428027 143.474527
  2659. L 44.096428 141.074493
  2660. L 44.764829 139.63691
  2661. L 45.43323 142.665324
  2662. L 46.101631 143.78624
  2663. L 46.770032 141.308582
  2664. L 47.438433 139.782172
  2665. L 48.106834 141.231392
  2666. L 48.775235 144.262934
  2667. L 49.443636 144.609733
  2668. L 50.112037 143.787102
  2669. L 50.780438 144.859527
  2670. L 51.448839 143.731044
  2671. L 52.11724 143.884667
  2672. L 52.785641 140.640132
  2673. L 53.454042 142.626306
  2674. L 54.122443 142.859329
  2675. L 55.459246 141.808374
  2676. L 56.127647 141.945771
  2677. L 56.796048 142.294632
  2678. L 57.464449 142.980525
  2679. L 58.13285 144.59288
  2680. L 58.801251 144.539099
  2681. L 59.469652 145.424444
  2682. L 60.138053 142.958234
  2683. L 60.806454 138.014647
  2684. L 61.474855 138.713071
  2685. L 62.143256 136.41228
  2686. L 62.811657 140.207552
  2687. L 63.480058 139.762938
  2688. L 64.148459 144.351065
  2689. L 64.81686 142.08999
  2690. L 65.485261 143.115401
  2691. L 66.153662 145.401239
  2692. L 66.822064 140.278984
  2693. L 67.490465 139.788882
  2694. L 68.158866 141.420247
  2695. L 68.827267 144.187248
  2696. L 70.164069 141.193092
  2697. L 70.83247 142.280913
  2698. L 71.500871 142.661904
  2699. L 72.169272 142.716175
  2700. L 72.837673 143.366662
  2701. L 73.506074 138.804947
  2702. L 74.174475 139.755968
  2703. L 74.842876 139.238118
  2704. L 75.511277 144.062697
  2705. L 76.179678 141.386759
  2706. L 76.848079 143.976637
  2707. L 77.51648 144.29253
  2708. L 78.184881 141.913703
  2709. L 78.853283 141.547102
  2710. L 79.521684 143.20409
  2711. L 80.190085 138.696083
  2712. L 80.858486 140.586165
  2713. L 81.526887 139.557669
  2714. L 82.195288 141.558894
  2715. L 82.863689 139.785032
  2716. L 83.53209 143.442045
  2717. L 84.200491 144.042902
  2718. L 85.537293 140.357633
  2719. L 86.205694 143.433484
  2720. L 86.874095 139.394271
  2721. L 87.542496 144.230447
  2722. L 88.210897 139.960832
  2723. L 88.879298 140.63399
  2724. L 89.547699 141.064905
  2725. L 90.2161 139.968264
  2726. L 91.552903 143.775729
  2727. L 92.221304 143.107652
  2728. L 92.889705 141.119892
  2729. L 93.558106 141.913529
  2730. L 94.226507 141.930061
  2731. L 94.894908 143.047514
  2732. L 95.563309 141.412941
  2733. L 96.23171 143.471557
  2734. L 96.900111 144.318493
  2735. L 97.568512 143.722353
  2736. L 98.236913 144.564528
  2737. L 98.905314 141.596257
  2738. L 100.242116 141.89186
  2739. L 100.910517 142.82599
  2740. L 101.578918 141.833232
  2741. L 102.247319 136.480726
  2742. L 102.915721 142.394162
  2743. L 103.584122 141.838792
  2744. L 104.252523 141.440875
  2745. L 104.920924 140.403153
  2746. L 105.589325 145.35751
  2747. L 106.257726 143.083815
  2748. L 106.926127 140.203877
  2749. L 107.594528 138.848324
  2750. L 108.262929 139.545946
  2751. L 108.93133 142.623438
  2752. L 109.599731 143.384428
  2753. L 110.268132 141.257506
  2754. L 110.936533 142.871141
  2755. L 111.604934 143.765399
  2756. L 112.273335 140.968168
  2757. L 112.941736 141.756781
  2758. L 113.610137 141.14567
  2759. L 114.278538 137.596141
  2760. L 114.94694 140.64704
  2761. L 115.615341 138.164482
  2762. L 116.283742 143.395185
  2763. L 116.952143 142.24014
  2764. L 117.620544 143.893135
  2765. L 118.288945 139.948739
  2766. L 118.957346 142.60241
  2767. L 119.625747 143.89391
  2768. L 120.294148 140.477638
  2769. L 120.962549 140.268239
  2770. L 121.63095 145.534533
  2771. L 122.299351 144.168875
  2772. L 122.967752 144.07379
  2773. L 123.636153 141.803082
  2774. L 124.304554 142.380969
  2775. L 124.972955 143.935077
  2776. L 125.641356 142.223505
  2777. L 126.309757 138.635253
  2778. L 126.978159 143.321578
  2779. L 127.64656 141.757939
  2780. L 128.314961 141.409588
  2781. L 128.983362 143.984833
  2782. L 129.651763 143.473496
  2783. L 130.320164 136.543682
  2784. L 130.988565 142.052559
  2785. L 131.656966 139.09849
  2786. L 132.325367 141.005356
  2787. L 132.993768 143.901586
  2788. L 133.662169 142.572847
  2789. L 134.33057 136.05825
  2790. L 134.998971 138.092197
  2791. L 135.667372 145.264447
  2792. L 136.335773 142.139854
  2793. L 137.004174 134.064021
  2794. L 137.672575 142.899726
  2795. L 139.009378 140.966416
  2796. L 139.677779 141.120313
  2797. L 140.34618 139.896318
  2798. L 141.014581 143.756532
  2799. L 141.682982 136.488552
  2800. L 142.351383 142.324575
  2801. L 143.019784 140.899339
  2802. L 143.688185 141.880517
  2803. L 144.356586 137.689211
  2804. L 145.024987 141.176132
  2805. L 145.693388 141.185495
  2806. L 146.361789 137.239629
  2807. L 147.03019 126.869422
  2808. L 147.698591 138.090516
  2809. L 148.366992 142.438339
  2810. L 149.035393 139.006049
  2811. L 149.703794 141.910972
  2812. L 151.040597 138.868629
  2813. L 151.708998 142.871859
  2814. L 152.377399 142.82078
  2815. L 153.0458 137.900382
  2816. L 153.714201 141.602314
  2817. L 154.382602 141.212119
  2818. L 155.051003 137.527054
  2819. L 156.387805 141.254429
  2820. L 157.056206 141.723419
  2821. L 157.724607 142.464769
  2822. L 158.393008 142.39951
  2823. L 159.061409 141.846242
  2824. L 159.72981 137.859007
  2825. L 160.398211 144.809593
  2826. L 161.066612 142.924376
  2827. L 162.403414 141.106825
  2828. L 163.071816 143.535672
  2829. L 163.740217 143.631009
  2830. L 164.408618 141.837357
  2831. L 165.077019 136.338776
  2832. L 165.74542 142.474504
  2833. L 166.413821 143.049746
  2834. L 167.082222 145.380044
  2835. L 167.750623 141.472504
  2836. L 168.419024 133.511554
  2837. L 169.755826 142.586344
  2838. L 170.424227 144.630247
  2839. L 171.761029 133.693475
  2840. L 172.42943 143.302068
  2841. L 173.097831 140.115875
  2842. L 173.766232 144.969263
  2843. L 174.434633 140.437312
  2844. L 175.103035 138.447066
  2845. L 175.771436 142.60011
  2846. L 176.439837 145.86222
  2847. L 177.776639 140.78214
  2848. L 179.113441 144.882743
  2849. L 179.781842 142.642994
  2850. L 180.450243 141.371944
  2851. L 181.118644 138.808074
  2852. L 181.787045 139.785605
  2853. L 182.455446 137.646482
  2854. L 183.123847 140.685658
  2855. L 183.792248 134.366159
  2856. L 184.460649 143.985483
  2857. L 185.12905 137.700824
  2858. L 186.465852 141.397482
  2859. L 187.134254 142.451977
  2860. L 187.802655 145.00754
  2861. L 188.471056 144.328489
  2862. L 189.139457 143.83591
  2863. L 189.807858 141.20233
  2864. L 190.476259 142.9237
  2865. L 191.14466 143.722691
  2866. L 191.813061 140.415394
  2867. L 192.481462 138.921955
  2868. L 193.149863 139.347093
  2869. L 193.818264 144.551953
  2870. L 194.486665 139.222362
  2871. L 195.155066 142.506468
  2872. L 195.823467 143.563855
  2873. L 196.491868 141.828369
  2874. L 197.160269 143.557538
  2875. L 197.82867 143.324012
  2876. L 198.497071 142.832307
  2877. L 199.165473 141.477904
  2878. L 199.833874 144.206622
  2879. L 201.170676 140.294581
  2880. L 202.507478 143.637574
  2881. L 203.175879 142.132963
  2882. L 203.84428 139.697361
  2883. L 204.512681 143.664655
  2884. L 205.181082 143.97812
  2885. L 205.849483 142.047925
  2886. L 206.517884 141.136396
  2887. L 207.186285 142.365848
  2888. L 207.854686 143.878197
  2889. L 208.523087 140.973874
  2890. L 209.191488 141.13871
  2891. L 210.52829 136.246342
  2892. L 211.196692 139.652077
  2893. L 211.865093 141.759901
  2894. L 212.533494 135.745172
  2895. L 213.201895 124.866824
  2896. L 213.870296 129.013096
  2897. L 214.538697 137.410025
  2898. L 215.207098 143.72825
  2899. L 215.875499 141.740105
  2900. L 216.5439 140.917009
  2901. L 217.212301 140.832667
  2902. L 217.880702 143.862637
  2903. L 218.549103 141.768657
  2904. L 219.217504 141.265022
  2905. L 219.885905 144.412595
  2906. L 220.554306 140.672453
  2907. L 221.222707 141.856519
  2908. L 221.891108 144.235924
  2909. L 222.559509 141.740412
  2910. L 223.227911 142.030661
  2911. L 223.896312 144.840101
  2912. L 224.564713 143.755464
  2913. L 225.233114 140.77131
  2914. L 225.901515 142.171
  2915. L 226.569916 145.259182
  2916. L 227.238317 143.239136
  2917. L 227.906718 143.076627
  2918. L 228.575119 141.777007
  2919. L 229.24352 140.918594
  2920. L 229.911921 141.138135
  2921. L 230.580322 144.617807
  2922. L 231.248723 142.858121
  2923. L 231.917124 145.020058
  2924. L 232.585525 144.381613
  2925. L 233.253926 145.036521
  2926. L 233.922327 141.445128
  2927. L 234.590728 140.045881
  2928. L 235.25913 140.693689
  2929. L 235.927531 142.030677
  2930. L 236.595932 144.442468
  2931. L 237.264333 143.475649
  2932. L 237.932734 143.037052
  2933. L 238.601135 142.089846
  2934. L 239.269536 142.11202
  2935. L 239.937937 139.972256
  2936. L 240.606338 142.646576
  2937. L 241.274739 141.575425
  2938. L 241.94314 139.548008
  2939. L 242.611541 143.236358
  2940. L 243.948343 138.116106
  2941. L 244.616744 138.918405
  2942. L 245.285145 139.312641
  2943. L 245.953546 143.428917
  2944. L 246.621947 141.042388
  2945. L 247.290349 141.395003
  2946. L 247.95875 141.950553
  2947. L 248.627151 142.329591
  2948. L 249.295552 142.016538
  2949. L 249.963953 142.815355
  2950. L 250.632354 137.996811
  2951. L 251.300755 139.932407
  2952. L 251.969156 141.206542
  2953. L 252.637557 136.340256
  2954. L 253.974359 142.432856
  2955. L 254.64276 137.56632
  2956. L 255.311161 143.207719
  2957. L 255.979562 140.465893
  2958. L 256.647963 141.835721
  2959. L 257.316364 145.242094
  2960. L 257.984765 140.993923
  2961. L 259.321568 144.422763
  2962. L 259.989969 144.470148
  2963. L 260.65837 141.677973
  2964. L 261.326771 142.312772
  2965. L 261.995172 144.769457
  2966. L 262.663573 142.092526
  2967. L 263.331974 145.324971
  2968. L 264.000375 142.547251
  2969. L 264.668776 141.819394
  2970. L 265.337177 144.545344
  2971. L 266.005578 143.685018
  2972. L 266.673979 142.330245
  2973. L 268.010781 144.413027
  2974. L 268.679182 141.333091
  2975. L 269.347583 141.993619
  2976. L 270.015984 144.907462
  2977. L 270.684385 142.143279
  2978. L 271.352787 140.60375
  2979. L 272.021188 142.003285
  2980. L 272.689589 143.077302
  2981. L 273.35799 142.350266
  2982. L 274.026391 142.132575
  2983. L 274.694792 143.373871
  2984. L 275.363193 140.08817
  2985. L 276.031594 143.283307
  2986. L 276.699995 144.302177
  2987. L 277.368396 142.092413
  2988. L 278.036797 142.077358
  2989. L 278.705198 144.870375
  2990. L 279.373599 140.967554
  2991. L 280.042 143.158339
  2992. L 280.710401 144.955141
  2993. L 281.378802 142.852502
  2994. L 282.047203 142.244463
  2995. L 282.715604 142.547337
  2996. L 283.384006 145.090883
  2997. L 284.052407 142.913401
  2998. L 284.720808 140.331849
  2999. L 285.389209 143.199804
  3000. L 286.05761 138.876132
  3001. L 287.394412 144.806402
  3002. L 288.062813 142.561176
  3003. L 288.731214 141.745406
  3004. L 289.399615 143.700092
  3005. L 290.068016 144.544716
  3006. L 290.736417 137.154015
  3007. L 291.404818 141.873462
  3008. L 292.073219 143.100455
  3009. L 292.74162 143.575112
  3010. L 293.410021 142.30385
  3011. L 294.078422 142.836828
  3012. L 294.746823 142.728755
  3013. L 295.415225 144.180517
  3014. L 296.083626 141.217417
  3015. L 296.752027 144.281187
  3016. L 297.420428 142.190036
  3017. L 298.088829 140.609546
  3018. L 298.75723 142.862632
  3019. L 299.425631 144.318678
  3020. L 300.094032 143.751303
  3021. L 300.762433 143.843945
  3022. L 301.430834 143.046475
  3023. L 302.099235 142.819171
  3024. L 302.767636 143.550163
  3025. L 303.436037 144.748356
  3026. L 304.104438 144.30009
  3027. L 304.772839 142.595832
  3028. L 305.44124 135.428963
  3029. L 306.109641 142.040574
  3030. L 306.778042 139.85524
  3031. L 307.446444 134.576943
  3032. L 308.114845 141.533003
  3033. L 308.783246 142.674318
  3034. L 309.451647 143.166919
  3035. L 310.120048 140.934407
  3036. L 310.788449 140.789781
  3037. L 311.45685 142.175337
  3038. L 312.125251 139.523684
  3039. L 312.793652 134.953772
  3040. L 313.462053 144.05596
  3041. L 314.130454 141.389545
  3042. L 314.798855 144.760412
  3043. L 315.467256 140.362954
  3044. L 316.804058 144.618732
  3045. L 317.472459 143.367703
  3046. L 318.14086 142.679815
  3047. L 318.809261 143.841823
  3048. L 319.477663 141.745215
  3049. L 320.146064 144.63882
  3050. L 320.814465 141.648595
  3051. L 322.151267 145.142706
  3052. L 322.819668 143.883374
  3053. L 323.488069 141.644516
  3054. L 324.15647 142.364494
  3055. L 324.824871 144.228865
  3056. L 325.493272 144.60601
  3057. L 326.161673 144.126522
  3058. L 326.830074 141.945397
  3059. L 327.498475 142.433717
  3060. L 328.166876 145.248098
  3061. L 329.503678 139.624555
  3062. L 330.172079 141.368449
  3063. L 330.84048 144.804509
  3064. L 331.508882 142.864845
  3065. L 332.177283 140.540985
  3066. L 332.845684 142.743179
  3067. L 333.514085 145.36077
  3068. L 334.182486 142.538002
  3069. L 334.850887 141.844368
  3070. L 335.519288 143.608821
  3071. L 336.187689 143.88697
  3072. L 336.85609 140.118495
  3073. L 337.524491 141.687639
  3074. L 338.192892 142.444066
  3075. L 338.861293 142.126106
  3076. L 339.529694 142.78556
  3077. L 340.198095 144.993664
  3078. L 340.866496 138.474509
  3079. L 341.534897 138.027121
  3080. L 342.203298 143.153812
  3081. L 342.871699 143.551577
  3082. L 343.540101 143.718328
  3083. L 344.208502 142.520197
  3084. L 344.876903 140.486044
  3085. L 345.545304 141.628525
  3086. L 346.882106 145.094037
  3087. L 347.550507 142.487336
  3088. L 348.218908 142.533274
  3089. L 349.55571 138.19235
  3090. L 350.224111 141.906445
  3091. L 350.892512 141.209315
  3092. L 351.560913 144.179359
  3093. L 352.229314 141.511077
  3094. L 352.897715 141.821146
  3095. L 353.566116 140.541683
  3096. L 354.234517 140.667643
  3097. L 354.902918 141.899399
  3098. L 355.57132 142.798897
  3099. L 356.239721 142.11144
  3100. L 356.908122 144.008033
  3101. L 357.576523 143.00241
  3102. L 358.244924 142.972744
  3103. L 358.913325 143.874949
  3104. L 359.581726 140.950128
  3105. L 360.250127 141.404578
  3106. L 360.918528 144.568651
  3107. L 361.586929 140.828358
  3108. L 362.25533 138.64418
  3109. L 362.923731 144.29013
  3110. L 363.592132 144.278087
  3111. L 364.260533 141.802641
  3112. L 364.928934 143.040409
  3113. L 365.597335 139.960884
  3114. L 366.265736 141.159842
  3115. L 366.934137 143.516385
  3116. L 367.602539 142.66875
  3117. L 368.27094 141.344762
  3118. L 368.939341 144.719704
  3119. L 369.607742 143.363214
  3120. L 370.276143 141.674301
  3121. L 370.944544 142.243753
  3122. L 371.612945 145.09648
  3123. L 372.281346 141.958186
  3124. L 372.281346 141.958186
  3125. " style="fill:none;stroke:#cc7af4;stroke-linecap:round;stroke-width:0.8;"/>
  3126. </g>
  3127. <g id="text_13">
  3128. <g id="patch_15">
  3129. <path d="M 18.697188 136.637868
  3130. L 29.458438 136.637868
  3131. Q 31.858438 136.637868 31.858438 134.237868
  3132. L 31.858438 126.495368
  3133. Q 31.858438 124.095368 29.458438 124.095368
  3134. L 18.697188 124.095368
  3135. Q 16.297188 124.095368 16.297188 126.495368
  3136. L 16.297188 134.237868
  3137. Q 16.297188 136.637868 18.697188 136.637868
  3138. z
  3139. " style="fill:#ffffff;opacity:0.8;"/>
  3140. </g>
  3141. <!-- FD -->
  3142. <g style="fill:#cc7af4;" transform="translate(18.697188 132.574118)scale(0.08 -0.08)">
  3143. <use xlink:href="#DejaVuSans-46"/>
  3144. <use x="57.519531" xlink:href="#DejaVuSans-44"/>
  3145. </g>
  3146. </g>
  3147. <g id="text_14">
  3148. <g id="patch_16">
  3149. <path d="M 290.289663 133.502243
  3150. L 365.209663 133.502243
  3151. Q 366.409663 133.502243 366.409663 132.302243
  3152. L 366.409663 128.430993
  3153. Q 366.409663 127.230993 365.209663 127.230993
  3154. L 290.289663 127.230993
  3155. Q 289.089663 127.230993 289.089663 128.430993
  3156. L 289.089663 132.302243
  3157. Q 289.089663 133.502243 290.289663 133.502243
  3158. z
  3159. " style="fill:#ffffff;opacity:0.8;"/>
  3160. </g>
  3161. <!-- max: 0.686 $\bullet$ mean: 0.148 $\bullet$ $\sigma$: 0.077 -->
  3162. <g style="fill:#cc7af4;" transform="translate(290.289663 131.470368)scale(0.04 -0.04)">
  3163. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  3164. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  3165. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  3166. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  3167. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  3168. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-30"/>
  3169. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
  3170. <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-36"/>
  3171. <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-38"/>
  3172. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-36"/>
  3173. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
  3174. <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
  3175. <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
  3176. <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
  3177. <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
  3178. <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
  3179. <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
  3180. <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
  3181. <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
  3182. <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-30"/>
  3183. <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
  3184. <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-31"/>
  3185. <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-34"/>
  3186. <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-38"/>
  3187. <use transform="translate(1331.152344 0.78125)" xlink:href="#DejaVuSans-20"/>
  3188. <use transform="translate(1362.939453 0.78125)" xlink:href="#DejaVuSans-2219"/>
  3189. <use transform="translate(1425.537109 0.78125)" xlink:href="#DejaVuSans-20"/>
  3190. <use transform="translate(1457.324219 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  3191. <use transform="translate(1520.703125 0.78125)" xlink:href="#DejaVuSans-3a"/>
  3192. <use transform="translate(1554.394531 0.78125)" xlink:href="#DejaVuSans-20"/>
  3193. <use transform="translate(1586.181641 0.78125)" xlink:href="#DejaVuSans-30"/>
  3194. <use transform="translate(1649.804688 0.78125)" xlink:href="#DejaVuSans-2e"/>
  3195. <use transform="translate(1681.591797 0.78125)" xlink:href="#DejaVuSans-30"/>
  3196. <use transform="translate(1745.214844 0.78125)" xlink:href="#DejaVuSans-37"/>
  3197. <use transform="translate(1808.822266 0.78125)" xlink:href="#DejaVuSans-37"/>
  3198. </g>
  3199. </g>
  3200. <g id="text_15">
  3201. <!-- 0.28 -->
  3202. <g style="fill:#d3d3d3;" transform="translate(11.0175 138.521669)scale(0.03 -0.03)">
  3203. <use xlink:href="#DejaVuSans-30"/>
  3204. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  3205. <use x="95.410156" xlink:href="#DejaVuSans-32"/>
  3206. <use x="159.033203" xlink:href="#DejaVuSans-38"/>
  3207. </g>
  3208. </g>
  3209. </g>
  3210. <g id="axes_6">
  3211. <g id="patch_17">
  3212. <path d="M 15.161346 278.112
  3213. L 18.697188 278.112
  3214. L 18.697188 150.37824
  3215. L 15.161346 150.37824
  3216. z
  3217. " style="fill:#ffffff;"/>
  3218. </g>
  3219. <g clip-path="url(#p247d51c707)">
  3220. <image height="950" id="imagecd5626c045" transform="matrix(4 0 0 0.134737 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
  3221. iVBORw0KGgoAAAANSUhEUgAAAAEAAAO2CAYAAAApMv3ZAAAABHNCSVQICAgIfAhkiAAAAERJREFUWIXt16EVABAYReF3JFNwJIqFLGIxs8g2YQJB8odbvnzrVexjO0kCAAAAAIAHlm8WMq7UFCxkfEczF5YHAMAUBx8lDYRs366kAAAAAElFTkSuQmCC"/>
  3222. </g>
  3223. <g id="matplotlib.axis_11"/>
  3224. <g id="matplotlib.axis_12"/>
  3225. </g>
  3226. <g id="axes_7">
  3227. <g id="patch_18">
  3228. <path d="M 18.697188 278.112
  3229. L 372.281346 278.112
  3230. L 372.281346 150.37824
  3231. L 18.697188 150.37824
  3232. z
  3233. " style="fill:#ffffff;"/>
  3234. </g>
  3235. <g clip-path="url(#p45ed7549a9)">
  3236. <image height="128.16" id="image4872c72ed7" transform="scale(1 -1)translate(0 -128.16)" width="354.24" x="18.697188" xlink:href="data:image/png;base64,
  3237. 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" y="-149.952"/>
  3238. </g>
  3239. <g id="matplotlib.axis_13">
  3240. <g id="xtick_26">
  3241. <g id="line2d_11">
  3242. <defs>
  3243. <path d="M 0 0
  3244. L 0 4.8
  3245. " id="m913cbf21f4" style="stroke:#262626;"/>
  3246. </defs>
  3247. <g>
  3248. <use style="fill:#262626;stroke:#262626;" x="19.030757" xlink:href="#m913cbf21f4" y="278.112"/>
  3249. </g>
  3250. </g>
  3251. <g id="text_16">
  3252. <!-- 0.00 -->
  3253. <g style="fill:#262626;" transform="translate(13.464351 290.211219)scale(0.05 -0.05)">
  3254. <use xlink:href="#DejaVuSans-30"/>
  3255. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  3256. <use x="95.410156" xlink:href="#DejaVuSans-30"/>
  3257. <use x="159.033203" xlink:href="#DejaVuSans-30"/>
  3258. </g>
  3259. </g>
  3260. </g>
  3261. <g id="xtick_27">
  3262. <g id="line2d_12">
  3263. <g>
  3264. <use style="fill:#262626;stroke:#262626;" x="89.747589" xlink:href="#m913cbf21f4" y="278.112"/>
  3265. </g>
  3266. </g>
  3267. <g id="text_17">
  3268. <!-- 106.00 -->
  3269. <g style="fill:#262626;" transform="translate(80.999933 290.211219)scale(0.05 -0.05)">
  3270. <use xlink:href="#DejaVuSans-31"/>
  3271. <use x="63.623047" xlink:href="#DejaVuSans-30"/>
  3272. <use x="127.246094" xlink:href="#DejaVuSans-36"/>
  3273. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  3274. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  3275. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  3276. </g>
  3277. </g>
  3278. </g>
  3279. <g id="xtick_28">
  3280. <g id="line2d_13">
  3281. <g>
  3282. <use style="fill:#262626;stroke:#262626;" x="160.464421" xlink:href="#m913cbf21f4" y="278.112"/>
  3283. </g>
  3284. </g>
  3285. <g id="text_18">
  3286. <!-- 212.00 -->
  3287. <g style="fill:#262626;" transform="translate(151.716765 290.211219)scale(0.05 -0.05)">
  3288. <use xlink:href="#DejaVuSans-32"/>
  3289. <use x="63.623047" xlink:href="#DejaVuSans-31"/>
  3290. <use x="127.246094" xlink:href="#DejaVuSans-32"/>
  3291. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  3292. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  3293. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  3294. </g>
  3295. </g>
  3296. </g>
  3297. <g id="xtick_29">
  3298. <g id="line2d_14">
  3299. <g>
  3300. <use style="fill:#262626;stroke:#262626;" x="231.181253" xlink:href="#m913cbf21f4" y="278.112"/>
  3301. </g>
  3302. </g>
  3303. <g id="text_19">
  3304. <!-- 318.00 -->
  3305. <g style="fill:#262626;" transform="translate(222.433596 290.211219)scale(0.05 -0.05)">
  3306. <use xlink:href="#DejaVuSans-33"/>
  3307. <use x="63.623047" xlink:href="#DejaVuSans-31"/>
  3308. <use x="127.246094" xlink:href="#DejaVuSans-38"/>
  3309. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  3310. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  3311. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  3312. </g>
  3313. </g>
  3314. </g>
  3315. <g id="xtick_30">
  3316. <g id="line2d_15">
  3317. <g>
  3318. <use style="fill:#262626;stroke:#262626;" x="301.898084" xlink:href="#m913cbf21f4" y="278.112"/>
  3319. </g>
  3320. </g>
  3321. <g id="text_20">
  3322. <!-- 424.00 -->
  3323. <g style="fill:#262626;" transform="translate(293.150428 290.211219)scale(0.05 -0.05)">
  3324. <use xlink:href="#DejaVuSans-34"/>
  3325. <use x="63.623047" xlink:href="#DejaVuSans-32"/>
  3326. <use x="127.246094" xlink:href="#DejaVuSans-34"/>
  3327. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  3328. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  3329. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  3330. </g>
  3331. </g>
  3332. </g>
  3333. <g id="text_21">
  3334. <!-- time (s) -->
  3335. <defs>
  3336. <path d="M 18.3125 70.21875
  3337. L 18.3125 54.6875
  3338. L 36.8125 54.6875
  3339. L 36.8125 47.703125
  3340. L 18.3125 47.703125
  3341. L 18.3125 18.015625
  3342. Q 18.3125 11.328125 20.140625 9.421875
  3343. Q 21.96875 7.515625 27.59375 7.515625
  3344. L 36.8125 7.515625
  3345. L 36.8125 0
  3346. L 27.59375 0
  3347. Q 17.1875 0 13.234375 3.875
  3348. Q 9.28125 7.765625 9.28125 18.015625
  3349. L 9.28125 47.703125
  3350. L 2.6875 47.703125
  3351. L 2.6875 54.6875
  3352. L 9.28125 54.6875
  3353. L 9.28125 70.21875
  3354. z
  3355. " id="DejaVuSans-74"/>
  3356. <path d="M 9.421875 54.6875
  3357. L 18.40625 54.6875
  3358. L 18.40625 0
  3359. L 9.421875 0
  3360. z
  3361. M 9.421875 75.984375
  3362. L 18.40625 75.984375
  3363. L 18.40625 64.59375
  3364. L 9.421875 64.59375
  3365. z
  3366. " id="DejaVuSans-69"/>
  3367. <path d="M 31 75.875
  3368. Q 24.46875 64.65625 21.28125 53.65625
  3369. Q 18.109375 42.671875 18.109375 31.390625
  3370. Q 18.109375 20.125 21.3125 9.0625
  3371. Q 24.515625 -2 31 -13.1875
  3372. L 23.1875 -13.1875
  3373. Q 15.875 -1.703125 12.234375 9.375
  3374. Q 8.59375 20.453125 8.59375 31.390625
  3375. Q 8.59375 42.28125 12.203125 53.3125
  3376. Q 15.828125 64.359375 23.1875 75.875
  3377. z
  3378. " id="DejaVuSans-28"/>
  3379. <path d="M 44.28125 53.078125
  3380. L 44.28125 44.578125
  3381. Q 40.484375 46.53125 36.375 47.5
  3382. Q 32.28125 48.484375 27.875 48.484375
  3383. Q 21.1875 48.484375 17.84375 46.4375
  3384. Q 14.5 44.390625 14.5 40.28125
  3385. Q 14.5 37.15625 16.890625 35.375
  3386. Q 19.28125 33.59375 26.515625 31.984375
  3387. L 29.59375 31.296875
  3388. Q 39.15625 29.25 43.1875 25.515625
  3389. Q 47.21875 21.78125 47.21875 15.09375
  3390. Q 47.21875 7.46875 41.1875 3.015625
  3391. Q 35.15625 -1.421875 24.609375 -1.421875
  3392. Q 20.21875 -1.421875 15.453125 -0.5625
  3393. Q 10.6875 0.296875 5.421875 2
  3394. L 5.421875 11.28125
  3395. Q 10.40625 8.6875 15.234375 7.390625
  3396. Q 20.0625 6.109375 24.8125 6.109375
  3397. Q 31.15625 6.109375 34.5625 8.28125
  3398. Q 37.984375 10.453125 37.984375 14.40625
  3399. Q 37.984375 18.0625 35.515625 20.015625
  3400. Q 33.0625 21.96875 24.703125 23.78125
  3401. L 21.578125 24.515625
  3402. Q 13.234375 26.265625 9.515625 29.90625
  3403. Q 5.8125 33.546875 5.8125 39.890625
  3404. Q 5.8125 47.609375 11.28125 51.796875
  3405. Q 16.75 56 26.8125 56
  3406. Q 31.78125 56 36.171875 55.265625
  3407. Q 40.578125 54.546875 44.28125 53.078125
  3408. z
  3409. " id="DejaVuSans-73"/>
  3410. <path d="M 8.015625 75.875
  3411. L 15.828125 75.875
  3412. Q 23.140625 64.359375 26.78125 53.3125
  3413. Q 30.421875 42.28125 30.421875 31.390625
  3414. Q 30.421875 20.453125 26.78125 9.375
  3415. Q 23.140625 -1.703125 15.828125 -13.1875
  3416. L 8.015625 -13.1875
  3417. Q 14.5 -2 17.703125 9.0625
  3418. Q 20.90625 20.125 20.90625 31.390625
  3419. Q 20.90625 42.671875 17.703125 53.65625
  3420. Q 14.5 64.65625 8.015625 75.875
  3421. z
  3422. " id="DejaVuSans-29"/>
  3423. </defs>
  3424. <g style="fill:#262626;" transform="translate(180.596667 301.086663)scale(0.0768 -0.0768)">
  3425. <use xlink:href="#DejaVuSans-74"/>
  3426. <use x="39.208984" xlink:href="#DejaVuSans-69"/>
  3427. <use x="66.992188" xlink:href="#DejaVuSans-6d"/>
  3428. <use x="164.404297" xlink:href="#DejaVuSans-65"/>
  3429. <use x="225.927734" xlink:href="#DejaVuSans-20"/>
  3430. <use x="257.714844" xlink:href="#DejaVuSans-28"/>
  3431. <use x="296.728516" xlink:href="#DejaVuSans-73"/>
  3432. <use x="348.828125" xlink:href="#DejaVuSans-29"/>
  3433. </g>
  3434. </g>
  3435. </g>
  3436. <g id="matplotlib.axis_14"/>
  3437. </g>
  3438. </g>
  3439. <defs>
  3440. <clipPath id="p7869cb8e71">
  3441. <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
  3442. </clipPath>
  3443. <clipPath id="pd4100ad5a9">
  3444. <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
  3445. </clipPath>
  3446. <clipPath id="pd9bd36486e">
  3447. <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
  3448. </clipPath>
  3449. <clipPath id="p90a2deed6c">
  3450. <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
  3451. </clipPath>
  3452. <clipPath id="pe3bb000881">
  3453. <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
  3454. </clipPath>
  3455. <clipPath id="p247d51c707">
  3456. <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
  3457. </clipPath>
  3458. <clipPath id="p45ed7549a9">
  3459. <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
  3460. </clipPath>
  3461. </defs>
  3462. </svg>