sub-18_ses-02_task-highspeed_rec-prenorm_run-02_carpetplot.svg 422 KB

1234567891011121314151617181920212223242526272829303132333435363738394041424344454647484950515253545556575859606162636465666768697071727374757677787980818283848586878889909192939495969798991001011021031041051061071081091101111121131141151161171181191201211221231241251261271281291301311321331341351361371381391401411421431441451461471481491501511521531541551561571581591601611621631641651661671681691701711721731741751761771781791801811821831841851861871881891901911921931941951961971981992002012022032042052062072082092102112122132142152162172182192202212222232242252262272282292302312322332342352362372382392402412422432442452462472482492502512522532542552562572582592602612622632642652662672682692702712722732742752762772782792802812822832842852862872882892902912922932942952962972982993003013023033043053063073083093103113123133143153163173183193203213223233243253263273283293303313323333343353363373383393403413423433443453463473483493503513523533543553563573583593603613623633643653663673683693703713723733743753763773783793803813823833843853863873883893903913923933943953963973983994004014024034044054064074084094104114124134144154164174184194204214224234244254264274284294304314324334344354364374384394404414424434444454464474484494504514524534544554564574584594604614624634644654664674684694704714724734744754764774784794804814824834844854864874884894904914924934944954964974984995005015025035045055065075085095105115125135145155165175185195205215225235245255265275285295305315325335345355365375385395405415425435445455465475485495505515525535545555565575585595605615625635645655665675685695705715725735745755765775785795805815825835845855865875885895905915925935945955965975985996006016026036046056066076086096106116126136146156166176186196206216226236246256266276286296306316326336346356366376386396406416426436446456466476486496506516526536546556566576586596606616626636646656666676686696706716726736746756766776786796806816826836846856866876886896906916926936946956966976986997007017027037047057067077087097107117127137147157167177187197207217227237247257267277287297307317327337347357367377387397407417427437447457467477487497507517527537547557567577587597607617627637647657667677687697707717727737747757767777787797807817827837847857867877887897907917927937947957967977987998008018028038048058068078088098108118128138148158168178188198208218228238248258268278288298308318328338348358368378388398408418428438448458468478488498508518528538548558568578588598608618628638648658668678688698708718728738748758768778788798808818828838848858868878888898908918928938948958968978988999009019029039049059069079089099109119129139149159169179189199209219229239249259269279289299309319329339349359369379389399409419429439449459469479489499509519529539549559569579589599609619629639649659669679689699709719729739749759769779789799809819829839849859869879889899909919929939949959969979989991000100110021003100410051006100710081009101010111012101310141015101610171018101910201021102210231024102510261027102810291030103110321033103410351036103710381039104010411042104310441045104610471048104910501051105210531054105510561057105810591060106110621063106410651066106710681069107010711072107310741075107610771078107910801081108210831084108510861087108810891090109110921093109410951096109710981099110011011102110311041105110611071108110911101111111211131114111511161117111811191120112111221123112411251126112711281129113011311132113311341135113611371138113911401141114211431144114511461147114811491150115111521153115411551156115711581159116011611162116311641165116611671168116911701171117211731174117511761177117811791180118111821183118411851186118711881189119011911192119311941195119611971198119912001201120212031204120512061207120812091210121112121213121412151216121712181219122012211222122312241225122612271228122912301231123212331234123512361237123812391240124112421243124412451246124712481249125012511252125312541255125612571258125912601261126212631264126512661267126812691270127112721273127412751276127712781279128012811282128312841285128612871288128912901291129212931294129512961297129812991300130113021303130413051306130713081309131013111312131313141315131613171318131913201321132213231324132513261327132813291330133113321333133413351336133713381339134013411342134313441345134613471348134913501351135213531354135513561357135813591360136113621363136413651366136713681369137013711372137313741375137613771378137913801381138213831384138513861387138813891390139113921393139413951396139713981399140014011402140314041405140614071408140914101411141214131414141514161417141814191420142114221423142414251426142714281429143014311432143314341435143614371438143914401441144214431444144514461447144814491450145114521453145414551456145714581459146014611462146314641465146614671468146914701471147214731474147514761477147814791480148114821483148414851486148714881489149014911492149314941495149614971498149915001501150215031504150515061507150815091510151115121513151415151516151715181519152015211522152315241525152615271528152915301531153215331534153515361537153815391540154115421543154415451546154715481549155015511552155315541555155615571558155915601561156215631564156515661567156815691570157115721573157415751576157715781579158015811582158315841585158615871588158915901591159215931594159515961597159815991600160116021603160416051606160716081609161016111612161316141615161616171618161916201621162216231624162516261627162816291630163116321633163416351636163716381639164016411642164316441645164616471648164916501651165216531654165516561657165816591660166116621663166416651666166716681669167016711672167316741675167616771678167916801681168216831684168516861687168816891690169116921693169416951696169716981699170017011702170317041705170617071708170917101711171217131714171517161717171817191720172117221723172417251726172717281729173017311732173317341735173617371738173917401741174217431744174517461747174817491750175117521753175417551756175717581759176017611762176317641765176617671768176917701771177217731774177517761777177817791780178117821783178417851786178717881789179017911792179317941795179617971798179918001801180218031804180518061807180818091810181118121813181418151816181718181819182018211822182318241825182618271828182918301831183218331834183518361837183818391840184118421843184418451846184718481849185018511852185318541855185618571858185918601861186218631864186518661867186818691870187118721873187418751876187718781879188018811882188318841885188618871888188918901891189218931894189518961897189818991900190119021903190419051906190719081909191019111912191319141915191619171918191919201921192219231924192519261927192819291930193119321933193419351936193719381939194019411942194319441945194619471948194919501951195219531954195519561957195819591960196119621963196419651966196719681969197019711972197319741975197619771978197919801981198219831984198519861987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023202420252026202720282029203020312032203320342035203620372038203920402041204220432044204520462047204820492050205120522053205420552056205720582059206020612062206320642065206620672068206920702071207220732074207520762077207820792080208120822083208420852086208720882089209020912092209320942095209620972098209921002101210221032104210521062107210821092110211121122113211421152116211721182119212021212122212321242125212621272128212921302131213221332134213521362137213821392140214121422143214421452146214721482149215021512152215321542155215621572158215921602161216221632164216521662167216821692170217121722173217421752176217721782179218021812182218321842185218621872188218921902191219221932194219521962197219821992200220122022203220422052206220722082209221022112212221322142215221622172218221922202221222222232224222522262227222822292230223122322233223422352236223722382239224022412242224322442245224622472248224922502251225222532254225522562257225822592260226122622263226422652266226722682269227022712272227322742275227622772278227922802281228222832284228522862287228822892290229122922293229422952296229722982299230023012302230323042305230623072308230923102311231223132314231523162317231823192320232123222323232423252326232723282329233023312332233323342335233623372338233923402341234223432344234523462347234823492350235123522353235423552356235723582359236023612362236323642365236623672368236923702371237223732374237523762377237823792380238123822383238423852386238723882389239023912392239323942395239623972398239924002401240224032404240524062407240824092410241124122413241424152416241724182419242024212422242324242425242624272428242924302431243224332434243524362437243824392440244124422443244424452446244724482449245024512452245324542455245624572458245924602461246224632464246524662467246824692470247124722473247424752476247724782479248024812482248324842485248624872488248924902491249224932494249524962497249824992500250125022503250425052506250725082509251025112512251325142515251625172518251925202521252225232524252525262527252825292530253125322533253425352536253725382539254025412542254325442545254625472548254925502551255225532554255525562557255825592560256125622563256425652566256725682569257025712572257325742575257625772578257925802581258225832584258525862587258825892590259125922593259425952596259725982599260026012602260326042605260626072608260926102611261226132614261526162617261826192620262126222623262426252626262726282629263026312632263326342635263626372638263926402641264226432644264526462647264826492650265126522653265426552656265726582659266026612662266326642665266626672668266926702671267226732674267526762677267826792680268126822683268426852686268726882689269026912692269326942695269626972698269927002701270227032704270527062707270827092710271127122713271427152716271727182719272027212722272327242725272627272728272927302731273227332734273527362737273827392740274127422743274427452746274727482749275027512752275327542755275627572758275927602761276227632764276527662767276827692770277127722773277427752776277727782779278027812782278327842785278627872788278927902791279227932794279527962797279827992800280128022803280428052806280728082809281028112812281328142815281628172818281928202821282228232824282528262827282828292830283128322833283428352836283728382839284028412842284328442845284628472848284928502851285228532854285528562857285828592860286128622863286428652866286728682869287028712872287328742875287628772878287928802881288228832884288528862887288828892890289128922893289428952896289728982899290029012902290329042905290629072908290929102911291229132914291529162917291829192920292129222923292429252926292729282929293029312932293329342935293629372938293929402941294229432944294529462947294829492950295129522953295429552956295729582959296029612962296329642965296629672968296929702971297229732974297529762977297829792980298129822983298429852986298729882989299029912992299329942995299629972998299930003001300230033004300530063007300830093010301130123013301430153016301730183019302030213022302330243025302630273028302930303031303230333034303530363037303830393040304130423043304430453046304730483049305030513052305330543055305630573058305930603061306230633064306530663067306830693070307130723073307430753076307730783079308030813082308330843085308630873088308930903091309230933094309530963097309830993100310131023103310431053106310731083109311031113112311331143115311631173118311931203121312231233124312531263127312831293130313131323133313431353136313731383139314031413142314331443145314631473148314931503151315231533154315531563157315831593160316131623163316431653166316731683169317031713172317331743175317631773178317931803181318231833184318531863187318831893190319131923193319431953196319731983199320032013202320332043205320632073208320932103211321232133214321532163217321832193220322132223223322432253226322732283229323032313232323332343235323632373238323932403241324232433244324532463247324832493250325132523253325432553256325732583259326032613262326332643265326632673268326932703271327232733274327532763277327832793280328132823283328432853286328732883289329032913292329332943295329632973298329933003301330233033304330533063307330833093310
  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(#p451695c7c9)" d="M 18.697188 23.153511
  39. L 372.281346 23.153511
  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(#p451695c7c9)" d="M 18.697188 22.925268
  44. L 19.365589 23.434525
  45. L 20.03399 23.65502
  46. L 22.039193 23.601012
  47. L 22.707594 23.477814
  48. L 26.049599 23.745746
  49. L 27.386401 23.870204
  50. L 29.391604 23.657376
  51. L 30.060005 23.728848
  52. L 31.396808 23.584787
  53. L 33.402011 23.774602
  54. L 36.744016 24.10574
  55. L 37.412417 24.151255
  56. L 38.080818 24.065862
  57. L 38.749219 24.127949
  58. L 39.41762 24.025092
  59. L 40.086021 24.090091
  60. L 41.422823 23.955185
  61. L 42.091224 23.862906
  62. L 44.096428 23.874266
  63. L 47.438433 23.777371
  64. L 48.775235 23.634461
  65. L 58.13285 23.901666
  66. L 58.801251 23.795855
  67. L 59.469652 23.819606
  68. L 60.138053 23.726339
  69. L 60.806454 23.769975
  70. L 62.143256 23.573861
  71. L 62.811657 23.61639
  72. L 63.480058 23.516194
  73. L 66.153662 23.624513
  74. L 66.822064 23.580378
  75. L 67.490465 23.686558
  76. L 68.158866 23.676827
  77. L 68.827267 23.794324
  78. L 69.495668 23.66916
  79. L 70.83247 23.702229
  80. L 71.500871 23.905847
  81. L 73.506074 23.918043
  82. L 74.174475 24.010822
  83. L 74.842876 23.933161
  84. L 76.848079 23.947279
  85. L 84.868892 23.679792
  86. L 85.537293 23.760364
  87. L 88.210897 23.701502
  88. L 88.879298 23.73683
  89. L 90.884502 23.450848
  90. L 91.552903 23.482994
  91. L 92.221304 23.35568
  92. L 93.558106 23.316236
  93. L 94.226507 23.489673
  94. L 98.905314 23.817641
  95. L 99.573715 23.768726
  96. L 100.242116 23.855586
  97. L 100.910517 23.784919
  98. L 101.578918 23.849179
  99. L 102.247319 23.780292
  100. L 102.915721 23.851915
  101. L 104.252523 23.847984
  102. L 110.268132 23.592432
  103. L 111.604934 23.530616
  104. L 114.278538 23.40732
  105. L 116.283742 23.449045
  106. L 116.952143 23.377433
  107. L 117.620544 23.48067
  108. L 118.288945 23.397188
  109. L 118.957346 23.502695
  110. L 119.625747 23.306407
  111. L 122.967752 23.064572
  112. L 123.636153 23.294178
  113. L 126.978159 23.704477
  114. L 128.983362 23.625241
  115. L 131.656966 23.787493
  116. L 132.325367 23.954794
  117. L 139.677779 23.737384
  118. L 143.688185 23.182145
  119. L 144.356586 23.178333
  120. L 145.024987 23.325054
  121. L 145.693388 23.310024
  122. L 146.361789 23.445081
  123. L 148.366992 23.418767
  124. L 151.040597 23.457429
  125. L 151.708998 23.371481
  126. L 152.377399 23.454117
  127. L 155.051003 23.218581
  128. L 157.056206 23.419679
  129. L 161.735013 23.867467
  130. L 165.077019 23.725448
  131. L 167.082222 23.442377
  132. L 170.424227 23.133241
  133. L 171.092628 23.241398
  134. L 171.761029 23.184632
  135. L 173.097831 23.406039
  136. L 175.103035 23.561133
  137. L 177.108238 23.459797
  138. L 179.113441 23.258166
  139. L 179.781842 23.405615
  140. L 180.450243 23.41338
  141. L 181.118644 23.671397
  142. L 183.123847 23.954534
  143. L 189.807858 23.599676
  144. L 190.476259 23.69227
  145. L 191.813061 23.682626
  146. L 192.481462 23.649351
  147. L 193.149863 23.734821
  148. L 193.818264 23.669529
  149. L 195.823467 23.777219
  150. L 199.833874 23.622722
  151. L 201.170676 23.470049
  152. L 201.839077 23.551522
  153. L 202.507478 23.19875
  154. L 203.175879 23.134837
  155. L 205.181082 23.362858
  156. L 205.849483 23.532614
  157. L 207.186285 24.133933
  158. L 207.854686 24.259097
  159. L 208.523087 24.510935
  160. L 210.52829 24.347293
  161. L 217.212301 23.528965
  162. L 220.554306 23.5438
  163. L 225.233114 23.36477
  164. L 228.575119 23.53673
  165. L 229.24352 23.413174
  166. L 229.911921 23.478129
  167. L 232.585525 23.176964
  168. L 233.922327 23.041288
  169. L 236.595932 23.398751
  170. L 237.264333 23.598112
  171. L 237.932734 23.532397
  172. L 238.601135 23.644018
  173. L 241.274739 23.493605
  174. L 244.616744 23.442399
  175. L 245.285145 23.403367
  176. L 247.95875 23.758246
  177. L 251.969156 23.742814
  178. L 253.305958 23.590814
  179. L 255.311161 23.091093
  180. L 258.653166 23.297437
  181. L 259.321568 23.406332
  182. L 261.326771 23.369429
  183. L 261.995172 23.439455
  184. L 262.663573 23.374023
  185. L 265.337177 23.610949
  186. L 267.34238 23.543822
  187. L 268.010781 23.556572
  188. L 268.679182 23.455844
  189. L 270.684385 23.488739
  190. L 272.689589 23.424653
  191. L 273.35799 23.275249
  192. L 275.363193 23.297426
  193. L 278.705198 23.276346
  194. L 280.042 23.119307
  195. L 282.715604 23.259871
  196. L 284.052407 23.45138
  197. L 290.068016 23.553955
  198. L 291.404818 23.454008
  199. L 294.078422 23.513175
  200. L 296.752027 23.756313
  201. L 301.430834 23.366746
  202. L 304.104438 23.394733
  203. L 304.772839 23.327389
  204. L 305.44124 23.495136
  205. L 306.778042 23.478715
  206. L 310.120048 23.493051
  207. L 314.130454 23.244395
  208. L 316.804058 23.54329
  209. L 317.472459 23.475663
  210. L 318.14086 23.555377
  211. L 321.482866 23.288944
  212. L 322.819668 22.876799
  213. L 324.824871 23.031188
  214. L 326.161673 23.396449
  215. L 327.498475 23.563436
  216. L 328.835277 23.66626
  217. L 330.172079 23.46539
  218. L 332.177283 23.39368
  219. L 332.845684 23.510362
  220. L 333.514085 23.438989
  221. L 336.85609 23.630563
  222. L 340.198095 23.349001
  223. L 340.866496 23.402096
  224. L 341.534897 23.294037
  225. L 344.876903 23.454139
  226. L 346.882106 23.562773
  227. L 350.224111 23.423002
  228. L 352.229314 23.446276
  229. L 357.576523 23.123966
  230. L 360.250127 23.417062
  231. L 360.918528 23.239291
  232. L 362.25533 23.207242
  233. L 365.597335 23.736732
  234. L 366.265736 23.89944
  235. L 368.27094 23.790251
  236. L 372.281346 22.986585
  237. L 372.281346 22.986585
  238. " style="fill:none;stroke:#f77189;stroke-linecap:round;stroke-width:0.8;"/>
  239. </g>
  240. <g id="text_1">
  241. <g id="patch_3">
  242. <path d="M 18.697188 25.935276
  243. L 29.974688 25.935276
  244. Q 32.374688 25.935276 32.374688 23.535276
  245. L 32.374688 15.792776
  246. Q 32.374688 13.392776 29.974688 13.392776
  247. L 18.697188 13.392776
  248. Q 16.297188 13.392776 16.297188 15.792776
  249. L 16.297188 23.535276
  250. Q 16.297188 25.935276 18.697188 25.935276
  251. z
  252. " style="fill:#ffffff;opacity:0.8;"/>
  253. </g>
  254. <!-- GS -->
  255. <defs>
  256. <path d="M 59.515625 10.40625
  257. L 59.515625 29.984375
  258. L 43.40625 29.984375
  259. L 43.40625 38.09375
  260. L 69.28125 38.09375
  261. L 69.28125 6.78125
  262. Q 63.578125 2.734375 56.6875 0.65625
  263. Q 49.8125 -1.421875 42 -1.421875
  264. Q 24.90625 -1.421875 15.25 8.5625
  265. Q 5.609375 18.5625 5.609375 36.375
  266. Q 5.609375 54.25 15.25 64.234375
  267. Q 24.90625 74.21875 42 74.21875
  268. Q 49.125 74.21875 55.546875 72.453125
  269. Q 61.96875 70.703125 67.390625 67.28125
  270. L 67.390625 56.78125
  271. Q 61.921875 61.421875 55.765625 63.765625
  272. Q 49.609375 66.109375 42.828125 66.109375
  273. Q 29.4375 66.109375 22.71875 58.640625
  274. Q 16.015625 51.171875 16.015625 36.375
  275. Q 16.015625 21.625 22.71875 14.15625
  276. Q 29.4375 6.6875 42.828125 6.6875
  277. Q 48.046875 6.6875 52.140625 7.59375
  278. Q 56.25 8.5 59.515625 10.40625
  279. z
  280. " id="DejaVuSans-47"/>
  281. <path d="M 53.515625 70.515625
  282. L 53.515625 60.890625
  283. Q 47.90625 63.578125 42.921875 64.890625
  284. Q 37.9375 66.21875 33.296875 66.21875
  285. Q 25.25 66.21875 20.875 63.09375
  286. Q 16.5 59.96875 16.5 54.203125
  287. Q 16.5 49.359375 19.40625 46.890625
  288. Q 22.3125 44.4375 30.421875 42.921875
  289. L 36.375 41.703125
  290. Q 47.40625 39.59375 52.65625 34.296875
  291. Q 57.90625 29 57.90625 20.125
  292. Q 57.90625 9.515625 50.796875 4.046875
  293. Q 43.703125 -1.421875 29.984375 -1.421875
  294. Q 24.8125 -1.421875 18.96875 -0.25
  295. Q 13.140625 0.921875 6.890625 3.21875
  296. L 6.890625 13.375
  297. Q 12.890625 10.015625 18.65625 8.296875
  298. Q 24.421875 6.59375 29.984375 6.59375
  299. Q 38.421875 6.59375 43.015625 9.90625
  300. Q 47.609375 13.234375 47.609375 19.390625
  301. Q 47.609375 24.75 44.3125 27.78125
  302. Q 41.015625 30.8125 33.5 32.328125
  303. L 27.484375 33.5
  304. Q 16.453125 35.6875 11.515625 40.375
  305. Q 6.59375 45.0625 6.59375 53.421875
  306. Q 6.59375 63.09375 13.40625 68.65625
  307. Q 20.21875 74.21875 32.171875 74.21875
  308. Q 37.3125 74.21875 42.625 73.28125
  309. Q 47.953125 72.359375 53.515625 70.515625
  310. z
  311. " id="DejaVuSans-53"/>
  312. </defs>
  313. <g style="fill:#f77189;" transform="translate(18.697188 21.871526)scale(0.08 -0.08)">
  314. <use xlink:href="#DejaVuSans-47"/>
  315. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  316. </g>
  317. </g>
  318. <g id="text_2">
  319. <g id="patch_4">
  320. <path d="M 280.129663 22.799651
  321. L 365.209663 22.799651
  322. Q 366.409663 22.799651 366.409663 21.599651
  323. L 366.409663 17.728401
  324. Q 366.409663 16.528401 365.209663 16.528401
  325. L 280.129663 16.528401
  326. Q 278.929663 16.528401 278.929663 17.728401
  327. L 278.929663 21.599651
  328. Q 278.929663 22.799651 280.129663 22.799651
  329. z
  330. " style="fill:#ffffff;opacity:0.8;"/>
  331. </g>
  332. <!-- max: 611.284 $\bullet$ mean: 607.417 $\bullet$ $\sigma$: 1.424 -->
  333. <defs>
  334. <path d="M 52 44.1875
  335. Q 55.375 50.25 60.0625 53.125
  336. Q 64.75 56 71.09375 56
  337. Q 79.640625 56 84.28125 50.015625
  338. Q 88.921875 44.046875 88.921875 33.015625
  339. L 88.921875 0
  340. L 79.890625 0
  341. L 79.890625 32.71875
  342. Q 79.890625 40.578125 77.09375 44.375
  343. Q 74.3125 48.1875 68.609375 48.1875
  344. Q 61.625 48.1875 57.5625 43.546875
  345. Q 53.515625 38.921875 53.515625 30.90625
  346. L 53.515625 0
  347. L 44.484375 0
  348. L 44.484375 32.71875
  349. Q 44.484375 40.625 41.703125 44.40625
  350. Q 38.921875 48.1875 33.109375 48.1875
  351. Q 26.21875 48.1875 22.15625 43.53125
  352. Q 18.109375 38.875 18.109375 30.90625
  353. L 18.109375 0
  354. L 9.078125 0
  355. L 9.078125 54.6875
  356. L 18.109375 54.6875
  357. L 18.109375 46.1875
  358. Q 21.1875 51.21875 25.484375 53.609375
  359. Q 29.78125 56 35.6875 56
  360. Q 41.65625 56 45.828125 52.96875
  361. Q 50 49.953125 52 44.1875
  362. z
  363. " id="DejaVuSans-6d"/>
  364. <path d="M 34.28125 27.484375
  365. Q 23.390625 27.484375 19.1875 25
  366. Q 14.984375 22.515625 14.984375 16.5
  367. Q 14.984375 11.71875 18.140625 8.90625
  368. Q 21.296875 6.109375 26.703125 6.109375
  369. Q 34.1875 6.109375 38.703125 11.40625
  370. Q 43.21875 16.703125 43.21875 25.484375
  371. L 43.21875 27.484375
  372. z
  373. M 52.203125 31.203125
  374. L 52.203125 0
  375. L 43.21875 0
  376. L 43.21875 8.296875
  377. Q 40.140625 3.328125 35.546875 0.953125
  378. Q 30.953125 -1.421875 24.3125 -1.421875
  379. Q 15.921875 -1.421875 10.953125 3.296875
  380. Q 6 8.015625 6 15.921875
  381. Q 6 25.140625 12.171875 29.828125
  382. Q 18.359375 34.515625 30.609375 34.515625
  383. L 43.21875 34.515625
  384. L 43.21875 35.40625
  385. Q 43.21875 41.609375 39.140625 45
  386. Q 35.0625 48.390625 27.6875 48.390625
  387. Q 23 48.390625 18.546875 47.265625
  388. Q 14.109375 46.140625 10.015625 43.890625
  389. L 10.015625 52.203125
  390. Q 14.9375 54.109375 19.578125 55.046875
  391. Q 24.21875 56 28.609375 56
  392. Q 40.484375 56 46.34375 49.84375
  393. Q 52.203125 43.703125 52.203125 31.203125
  394. z
  395. " id="DejaVuSans-61"/>
  396. <path d="M 54.890625 54.6875
  397. L 35.109375 28.078125
  398. L 55.90625 0
  399. L 45.3125 0
  400. L 29.390625 21.484375
  401. L 13.484375 0
  402. L 2.875 0
  403. L 24.125 28.609375
  404. L 4.6875 54.6875
  405. L 15.28125 54.6875
  406. L 29.78125 35.203125
  407. L 44.28125 54.6875
  408. z
  409. " id="DejaVuSans-78"/>
  410. <path d="M 11.71875 12.40625
  411. L 22.015625 12.40625
  412. L 22.015625 0
  413. L 11.71875 0
  414. z
  415. M 11.71875 51.703125
  416. L 22.015625 51.703125
  417. L 22.015625 39.3125
  418. L 11.71875 39.3125
  419. z
  420. " id="DejaVuSans-3a"/>
  421. <path id="DejaVuSans-20"/>
  422. <path d="M 33.015625 40.375
  423. Q 26.375 40.375 22.484375 35.828125
  424. Q 18.609375 31.296875 18.609375 23.390625
  425. Q 18.609375 15.53125 22.484375 10.953125
  426. Q 26.375 6.390625 33.015625 6.390625
  427. Q 39.65625 6.390625 43.53125 10.953125
  428. Q 47.40625 15.53125 47.40625 23.390625
  429. Q 47.40625 31.296875 43.53125 35.828125
  430. Q 39.65625 40.375 33.015625 40.375
  431. z
  432. M 52.59375 71.296875
  433. L 52.59375 62.3125
  434. Q 48.875 64.0625 45.09375 64.984375
  435. Q 41.3125 65.921875 37.59375 65.921875
  436. Q 27.828125 65.921875 22.671875 59.328125
  437. Q 17.53125 52.734375 16.796875 39.40625
  438. Q 19.671875 43.65625 24.015625 45.921875
  439. Q 28.375 48.1875 33.59375 48.1875
  440. Q 44.578125 48.1875 50.953125 41.515625
  441. Q 57.328125 34.859375 57.328125 23.390625
  442. Q 57.328125 12.15625 50.6875 5.359375
  443. Q 44.046875 -1.421875 33.015625 -1.421875
  444. Q 20.359375 -1.421875 13.671875 8.265625
  445. Q 6.984375 17.96875 6.984375 36.375
  446. Q 6.984375 53.65625 15.1875 63.9375
  447. Q 23.390625 74.21875 37.203125 74.21875
  448. Q 40.921875 74.21875 44.703125 73.484375
  449. Q 48.484375 72.75 52.59375 71.296875
  450. z
  451. " id="DejaVuSans-36"/>
  452. <path d="M 12.40625 8.296875
  453. L 28.515625 8.296875
  454. L 28.515625 63.921875
  455. L 10.984375 60.40625
  456. L 10.984375 69.390625
  457. L 28.421875 72.90625
  458. L 38.28125 72.90625
  459. L 38.28125 8.296875
  460. L 54.390625 8.296875
  461. L 54.390625 0
  462. L 12.40625 0
  463. z
  464. " id="DejaVuSans-31"/>
  465. <path d="M 10.6875 12.40625
  466. L 21 12.40625
  467. L 21 0
  468. L 10.6875 0
  469. z
  470. " id="DejaVuSans-2e"/>
  471. <path d="M 19.1875 8.296875
  472. L 53.609375 8.296875
  473. L 53.609375 0
  474. L 7.328125 0
  475. L 7.328125 8.296875
  476. Q 12.9375 14.109375 22.625 23.890625
  477. Q 32.328125 33.6875 34.8125 36.53125
  478. Q 39.546875 41.84375 41.421875 45.53125
  479. Q 43.3125 49.21875 43.3125 52.78125
  480. Q 43.3125 58.59375 39.234375 62.25
  481. Q 35.15625 65.921875 28.609375 65.921875
  482. Q 23.96875 65.921875 18.8125 64.3125
  483. Q 13.671875 62.703125 7.8125 59.421875
  484. L 7.8125 69.390625
  485. Q 13.765625 71.78125 18.9375 73
  486. Q 24.125 74.21875 28.421875 74.21875
  487. Q 39.75 74.21875 46.484375 68.546875
  488. Q 53.21875 62.890625 53.21875 53.421875
  489. Q 53.21875 48.921875 51.53125 44.890625
  490. Q 49.859375 40.875 45.40625 35.40625
  491. Q 44.1875 33.984375 37.640625 27.21875
  492. Q 31.109375 20.453125 19.1875 8.296875
  493. z
  494. " id="DejaVuSans-32"/>
  495. <path d="M 31.78125 34.625
  496. Q 24.75 34.625 20.71875 30.859375
  497. Q 16.703125 27.09375 16.703125 20.515625
  498. Q 16.703125 13.921875 20.71875 10.15625
  499. Q 24.75 6.390625 31.78125 6.390625
  500. Q 38.8125 6.390625 42.859375 10.171875
  501. Q 46.921875 13.96875 46.921875 20.515625
  502. Q 46.921875 27.09375 42.890625 30.859375
  503. Q 38.875 34.625 31.78125 34.625
  504. z
  505. M 21.921875 38.8125
  506. Q 15.578125 40.375 12.03125 44.71875
  507. Q 8.5 49.078125 8.5 55.328125
  508. Q 8.5 64.0625 14.71875 69.140625
  509. Q 20.953125 74.21875 31.78125 74.21875
  510. Q 42.671875 74.21875 48.875 69.140625
  511. Q 55.078125 64.0625 55.078125 55.328125
  512. Q 55.078125 49.078125 51.53125 44.71875
  513. Q 48 40.375 41.703125 38.8125
  514. Q 48.828125 37.15625 52.796875 32.3125
  515. Q 56.78125 27.484375 56.78125 20.515625
  516. Q 56.78125 9.90625 50.3125 4.234375
  517. Q 43.84375 -1.421875 31.78125 -1.421875
  518. Q 19.734375 -1.421875 13.25 4.234375
  519. Q 6.78125 9.90625 6.78125 20.515625
  520. Q 6.78125 27.484375 10.78125 32.3125
  521. Q 14.796875 37.15625 21.921875 38.8125
  522. z
  523. M 18.3125 54.390625
  524. Q 18.3125 48.734375 21.84375 45.5625
  525. Q 25.390625 42.390625 31.78125 42.390625
  526. Q 38.140625 42.390625 41.71875 45.5625
  527. Q 45.3125 48.734375 45.3125 54.390625
  528. Q 45.3125 60.0625 41.71875 63.234375
  529. Q 38.140625 66.40625 31.78125 66.40625
  530. Q 25.390625 66.40625 21.84375 63.234375
  531. Q 18.3125 60.0625 18.3125 54.390625
  532. z
  533. " id="DejaVuSans-38"/>
  534. <path d="M 37.796875 64.3125
  535. L 12.890625 25.390625
  536. L 37.796875 25.390625
  537. z
  538. M 35.203125 72.90625
  539. L 47.609375 72.90625
  540. L 47.609375 25.390625
  541. L 58.015625 25.390625
  542. L 58.015625 17.1875
  543. L 47.609375 17.1875
  544. L 47.609375 0
  545. L 37.796875 0
  546. L 37.796875 17.1875
  547. L 4.890625 17.1875
  548. L 4.890625 26.703125
  549. z
  550. " id="DejaVuSans-34"/>
  551. <path d="M 16.734375 31.203125
  552. Q 16.734375 37.265625 20.953125 41.4375
  553. Q 25.1875 45.609375 31.34375 45.609375
  554. Q 37.390625 45.609375 41.5625 41.4375
  555. Q 45.75 37.265625 45.75 31.203125
  556. Q 45.75 25.109375 41.546875 20.90625
  557. Q 37.34375 16.703125 31.25 16.703125
  558. Q 25.140625 16.703125 20.9375 20.90625
  559. Q 16.734375 25.109375 16.734375 31.203125
  560. z
  561. " id="DejaVuSans-2219"/>
  562. <path d="M 56.203125 29.59375
  563. L 56.203125 25.203125
  564. L 14.890625 25.203125
  565. Q 15.484375 15.921875 20.484375 11.0625
  566. Q 25.484375 6.203125 34.421875 6.203125
  567. Q 39.59375 6.203125 44.453125 7.46875
  568. Q 49.3125 8.734375 54.109375 11.28125
  569. L 54.109375 2.78125
  570. Q 49.265625 0.734375 44.1875 -0.34375
  571. Q 39.109375 -1.421875 33.890625 -1.421875
  572. Q 20.796875 -1.421875 13.15625 6.1875
  573. Q 5.515625 13.8125 5.515625 26.8125
  574. Q 5.515625 40.234375 12.765625 48.109375
  575. Q 20.015625 56 32.328125 56
  576. Q 43.359375 56 49.78125 48.890625
  577. Q 56.203125 41.796875 56.203125 29.59375
  578. z
  579. M 47.21875 32.234375
  580. Q 47.125 39.59375 43.09375 43.984375
  581. Q 39.0625 48.390625 32.421875 48.390625
  582. Q 24.90625 48.390625 20.390625 44.140625
  583. Q 15.875 39.890625 15.1875 32.171875
  584. z
  585. " id="DejaVuSans-65"/>
  586. <path d="M 54.890625 33.015625
  587. L 54.890625 0
  588. L 45.90625 0
  589. L 45.90625 32.71875
  590. Q 45.90625 40.484375 42.875 44.328125
  591. Q 39.84375 48.1875 33.796875 48.1875
  592. Q 26.515625 48.1875 22.3125 43.546875
  593. Q 18.109375 38.921875 18.109375 30.90625
  594. L 18.109375 0
  595. L 9.078125 0
  596. L 9.078125 54.6875
  597. L 18.109375 54.6875
  598. L 18.109375 46.1875
  599. Q 21.34375 51.125 25.703125 53.5625
  600. Q 30.078125 56 35.796875 56
  601. Q 45.21875 56 50.046875 50.171875
  602. Q 54.890625 44.34375 54.890625 33.015625
  603. z
  604. " id="DejaVuSans-6e"/>
  605. <path d="M 31.78125 66.40625
  606. Q 24.171875 66.40625 20.328125 58.90625
  607. Q 16.5 51.421875 16.5 36.375
  608. Q 16.5 21.390625 20.328125 13.890625
  609. Q 24.171875 6.390625 31.78125 6.390625
  610. Q 39.453125 6.390625 43.28125 13.890625
  611. Q 47.125 21.390625 47.125 36.375
  612. Q 47.125 51.421875 43.28125 58.90625
  613. Q 39.453125 66.40625 31.78125 66.40625
  614. z
  615. M 31.78125 74.21875
  616. Q 44.046875 74.21875 50.515625 64.515625
  617. Q 56.984375 54.828125 56.984375 36.375
  618. Q 56.984375 17.96875 50.515625 8.265625
  619. Q 44.046875 -1.421875 31.78125 -1.421875
  620. Q 19.53125 -1.421875 13.0625 8.265625
  621. Q 6.59375 17.96875 6.59375 36.375
  622. Q 6.59375 54.828125 13.0625 64.515625
  623. Q 19.53125 74.21875 31.78125 74.21875
  624. z
  625. " id="DejaVuSans-30"/>
  626. <path d="M 8.203125 72.90625
  627. L 55.078125 72.90625
  628. L 55.078125 68.703125
  629. L 28.609375 0
  630. L 18.3125 0
  631. L 43.21875 64.59375
  632. L 8.203125 64.59375
  633. z
  634. " id="DejaVuSans-37"/>
  635. <path d="M 34.671875 47.5625
  636. Q 27.25 47.5625 22.21875 42.1875
  637. Q 16.890625 36.578125 15.140625 27.296875
  638. Q 13.1875 17.484375 16.3125 11.8125
  639. Q 19.390625 6.203125 26.65625 6.203125
  640. Q 33.84375 6.203125 39.109375 11.859375
  641. Q 44.4375 17.53125 46.34375 27.296875
  642. Q 48.046875 36.234375 45.015625 42.1875
  643. Q 42.1875 47.5625 34.671875 47.5625
  644. z
  645. M 36.078125 54.734375
  646. L 65.921875 54.6875
  647. L 64.15625 45.703125
  648. L 54.109375 45.703125
  649. Q 57.90625 38.09375 55.859375 27.296875
  650. Q 53.21875 13.875 45.0625 6.25
  651. Q 36.859375 -1.421875 25.140625 -1.421875
  652. Q 13.375 -1.421875 8.203125 6.25
  653. Q 3.03125 13.875 5.671875 27.296875
  654. Q 8.25 40.765625 16.40625 48.390625
  655. Q 23.1875 54.734375 36.078125 54.734375
  656. z
  657. " id="DejaVuSans-Oblique-3c3"/>
  658. </defs>
  659. <g style="fill:#f77189;" transform="translate(280.129663 20.767776)scale(0.04 -0.04)">
  660. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  661. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  662. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  663. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  664. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  665. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-36"/>
  666. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-31"/>
  667. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-31"/>
  668. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  669. <use transform="translate(505.927734 0.78125)" xlink:href="#DejaVuSans-32"/>
  670. <use transform="translate(569.550781 0.78125)" xlink:href="#DejaVuSans-38"/>
  671. <use transform="translate(633.173828 0.78125)" xlink:href="#DejaVuSans-34"/>
  672. <use transform="translate(696.796875 0.78125)" xlink:href="#DejaVuSans-20"/>
  673. <use transform="translate(728.583984 0.78125)" xlink:href="#DejaVuSans-2219"/>
  674. <use transform="translate(791.181641 0.78125)" xlink:href="#DejaVuSans-20"/>
  675. <use transform="translate(822.96875 0.78125)" xlink:href="#DejaVuSans-6d"/>
  676. <use transform="translate(920.380859 0.78125)" xlink:href="#DejaVuSans-65"/>
  677. <use transform="translate(981.904297 0.78125)" xlink:href="#DejaVuSans-61"/>
  678. <use transform="translate(1043.183594 0.78125)" xlink:href="#DejaVuSans-6e"/>
  679. <use transform="translate(1106.5625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  680. <use transform="translate(1140.253906 0.78125)" xlink:href="#DejaVuSans-20"/>
  681. <use transform="translate(1172.041016 0.78125)" xlink:href="#DejaVuSans-36"/>
  682. <use transform="translate(1235.664062 0.78125)" xlink:href="#DejaVuSans-30"/>
  683. <use transform="translate(1299.287109 0.78125)" xlink:href="#DejaVuSans-37"/>
  684. <use transform="translate(1362.910156 0.78125)" xlink:href="#DejaVuSans-2e"/>
  685. <use transform="translate(1394.697266 0.78125)" xlink:href="#DejaVuSans-34"/>
  686. <use transform="translate(1458.320312 0.78125)" xlink:href="#DejaVuSans-31"/>
  687. <use transform="translate(1521.943359 0.78125)" xlink:href="#DejaVuSans-37"/>
  688. <use transform="translate(1585.566406 0.78125)" xlink:href="#DejaVuSans-20"/>
  689. <use transform="translate(1617.353516 0.78125)" xlink:href="#DejaVuSans-2219"/>
  690. <use transform="translate(1679.951172 0.78125)" xlink:href="#DejaVuSans-20"/>
  691. <use transform="translate(1711.738281 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  692. <use transform="translate(1775.117188 0.78125)" xlink:href="#DejaVuSans-3a"/>
  693. <use transform="translate(1808.808594 0.78125)" xlink:href="#DejaVuSans-20"/>
  694. <use transform="translate(1840.595703 0.78125)" xlink:href="#DejaVuSans-31"/>
  695. <use transform="translate(1904.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  696. <use transform="translate(1936.005859 0.78125)" xlink:href="#DejaVuSans-34"/>
  697. <use transform="translate(1999.628906 0.78125)" xlink:href="#DejaVuSans-32"/>
  698. <use transform="translate(2063.251953 0.78125)" xlink:href="#DejaVuSans-34"/>
  699. </g>
  700. </g>
  701. <g id="text_3">
  702. <!-- 609.73 -->
  703. <defs>
  704. <path d="M 10.984375 1.515625
  705. L 10.984375 10.5
  706. Q 14.703125 8.734375 18.5 7.8125
  707. Q 22.3125 6.890625 25.984375 6.890625
  708. Q 35.75 6.890625 40.890625 13.453125
  709. Q 46.046875 20.015625 46.78125 33.40625
  710. Q 43.953125 29.203125 39.59375 26.953125
  711. Q 35.25 24.703125 29.984375 24.703125
  712. Q 19.046875 24.703125 12.671875 31.3125
  713. Q 6.296875 37.9375 6.296875 49.421875
  714. Q 6.296875 60.640625 12.9375 67.421875
  715. Q 19.578125 74.21875 30.609375 74.21875
  716. Q 43.265625 74.21875 49.921875 64.515625
  717. Q 56.59375 54.828125 56.59375 36.375
  718. Q 56.59375 19.140625 48.40625 8.859375
  719. Q 40.234375 -1.421875 26.421875 -1.421875
  720. Q 22.703125 -1.421875 18.890625 -0.6875
  721. Q 15.09375 0.046875 10.984375 1.515625
  722. z
  723. M 30.609375 32.421875
  724. Q 37.25 32.421875 41.125 36.953125
  725. Q 45.015625 41.5 45.015625 49.421875
  726. Q 45.015625 57.28125 41.125 61.84375
  727. Q 37.25 66.40625 30.609375 66.40625
  728. Q 23.96875 66.40625 20.09375 61.84375
  729. Q 16.21875 57.28125 16.21875 49.421875
  730. Q 16.21875 41.5 20.09375 36.953125
  731. Q 23.96875 32.421875 30.609375 32.421875
  732. z
  733. " id="DejaVuSans-39"/>
  734. <path d="M 40.578125 39.3125
  735. Q 47.65625 37.796875 51.625 33
  736. Q 55.609375 28.21875 55.609375 21.1875
  737. Q 55.609375 10.40625 48.1875 4.484375
  738. Q 40.765625 -1.421875 27.09375 -1.421875
  739. Q 22.515625 -1.421875 17.65625 -0.515625
  740. Q 12.796875 0.390625 7.625 2.203125
  741. L 7.625 11.71875
  742. Q 11.71875 9.328125 16.59375 8.109375
  743. Q 21.484375 6.890625 26.8125 6.890625
  744. Q 36.078125 6.890625 40.9375 10.546875
  745. Q 45.796875 14.203125 45.796875 21.1875
  746. Q 45.796875 27.640625 41.28125 31.265625
  747. Q 36.765625 34.90625 28.71875 34.90625
  748. L 20.21875 34.90625
  749. L 20.21875 43.015625
  750. L 29.109375 43.015625
  751. Q 36.375 43.015625 40.234375 45.921875
  752. Q 44.09375 48.828125 44.09375 54.296875
  753. Q 44.09375 59.90625 40.109375 62.90625
  754. Q 36.140625 65.921875 28.71875 65.921875
  755. Q 24.65625 65.921875 20.015625 65.03125
  756. Q 15.375 64.15625 9.8125 62.3125
  757. L 9.8125 71.09375
  758. Q 15.4375 72.65625 20.34375 73.4375
  759. Q 25.25 74.21875 29.59375 74.21875
  760. Q 40.828125 74.21875 47.359375 69.109375
  761. Q 53.90625 64.015625 53.90625 55.328125
  762. Q 53.90625 49.265625 50.4375 45.09375
  763. Q 46.96875 40.921875 40.578125 39.3125
  764. z
  765. " id="DejaVuSans-33"/>
  766. </defs>
  767. <g style="fill:#d3d3d3;" transform="translate(7.2 23.981324)scale(0.03 -0.03)">
  768. <use xlink:href="#DejaVuSans-36"/>
  769. <use x="63.623047" xlink:href="#DejaVuSans-30"/>
  770. <use x="127.246094" xlink:href="#DejaVuSans-39"/>
  771. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  772. <use x="222.65625" xlink:href="#DejaVuSans-37"/>
  773. <use x="286.279297" xlink:href="#DejaVuSans-33"/>
  774. </g>
  775. </g>
  776. </g>
  777. <g id="axes_2">
  778. <g id="patch_5">
  779. <path d="M 18.697188 65.2224
  780. L 372.281346 65.2224
  781. L 372.281346 39.675648
  782. L 18.697188 39.675648
  783. z
  784. " style="fill:#ffffff;"/>
  785. </g>
  786. <g id="matplotlib.axis_3">
  787. <g id="xtick_6"/>
  788. <g id="xtick_7"/>
  789. <g id="xtick_8"/>
  790. <g id="xtick_9"/>
  791. <g id="xtick_10"/>
  792. </g>
  793. <g id="matplotlib.axis_4"/>
  794. <g id="line2d_3">
  795. <path clip-path="url(#p62afecaece)" d="M 18.697188 51.126955
  796. L 372.281346 51.126955
  797. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  798. </g>
  799. <g id="line2d_4">
  800. <path clip-path="url(#p62afecaece)" d="M 18.697188 50.136924
  801. L 19.365589 51.331014
  802. L 20.03399 52.288819
  803. L 20.702391 52.014331
  804. L 21.370792 52.43151
  805. L 22.039193 52.694444
  806. L 22.707594 52.183258
  807. L 23.375995 52.311651
  808. L 24.044396 52.155287
  809. L 24.712797 52.126903
  810. L 25.381198 52.349992
  811. L 26.049599 51.986708
  812. L 26.718 52.525453
  813. L 27.386401 52.142421
  814. L 28.054802 52.407687
  815. L 28.723203 52.085616
  816. L 30.060005 52.27888
  817. L 30.728407 51.860747
  818. L 31.396808 52.124572
  819. L 32.065209 51.824976
  820. L 32.73361 52.107375
  821. L 33.402011 51.860086
  822. L 34.070412 52.170254
  823. L 34.738813 52.093591
  824. L 35.407214 52.306383
  825. L 36.075615 52.247707
  826. L 36.744016 52.366024
  827. L 38.080818 52.281037
  828. L 38.749219 52.626857
  829. L 39.41762 52.333602
  830. L 40.086021 52.488975
  831. L 40.754422 52.176724
  832. L 41.422823 52.415404
  833. L 42.091224 52.064702
  834. L 42.759626 52.416588
  835. L 43.428027 52.00475
  836. L 44.096428 52.474962
  837. L 44.764829 51.890003
  838. L 45.43323 52.386286
  839. L 46.101631 51.996206
  840. L 46.770032 52.319772
  841. L 47.438433 51.921599
  842. L 48.106834 52.180147
  843. L 48.775235 51.750726
  844. L 49.443636 51.915569
  845. L 50.112037 51.700969
  846. L 50.780438 52.027371
  847. L 52.11724 51.910834
  848. L 52.785641 52.180229
  849. L 53.454042 52.023939
  850. L 54.122443 52.13842
  851. L 54.790845 52.079101
  852. L 55.459246 52.282046
  853. L 56.127647 52.158572
  854. L 57.464449 52.249661
  855. L 58.801251 52.052837
  856. L 59.469652 52.13775
  857. L 60.138053 51.833547
  858. L 60.806454 52.149294
  859. L 61.474855 51.694408
  860. L 62.143256 51.882386
  861. L 62.811657 51.819075
  862. L 63.480058 51.463463
  863. L 64.148459 51.892728
  864. L 64.81686 51.445201
  865. L 65.485261 51.917836
  866. L 66.153662 51.717708
  867. L 66.822064 51.726958
  868. L 67.490465 52.022828
  869. L 68.158866 51.802226
  870. L 68.827267 51.992719
  871. L 69.495668 51.533941
  872. L 70.164069 51.980257
  873. L 70.83247 51.630996
  874. L 71.500871 52.201309
  875. L 72.169272 51.903685
  876. L 72.837673 52.129628
  877. L 73.506074 52.019121
  878. L 74.174475 52.161123
  879. L 74.842876 52.084956
  880. L 75.511277 52.277981
  881. L 76.179678 51.735575
  882. L 76.848079 52.379945
  883. L 77.51648 51.65781
  884. L 78.184881 52.194912
  885. L 78.853283 51.655837
  886. L 79.521684 51.980138
  887. L 80.190085 51.654277
  888. L 80.858486 51.996115
  889. L 81.526887 51.71545
  890. L 82.863689 51.815716
  891. L 84.200491 51.743265
  892. L 86.874095 52.006062
  893. L 87.542496 51.764968
  894. L 88.210897 52.061555
  895. L 89.547699 51.76807
  896. L 90.2161 51.865446
  897. L 90.884502 51.722021
  898. L 91.552903 51.743302
  899. L 92.221304 51.35235
  900. L 92.889705 51.535336
  901. L 93.558106 51.225205
  902. L 94.226507 51.597886
  903. L 94.894908 51.40252
  904. L 95.563309 51.689048
  905. L 96.23171 51.645679
  906. L 96.900111 51.863188
  907. L 98.236913 51.735731
  908. L 98.905314 51.929124
  909. L 100.242116 51.874173
  910. L 100.910517 51.700253
  911. L 102.247319 51.738447
  912. L 103.584122 51.788755
  913. L 104.252523 51.979404
  914. L 104.920924 51.866409
  915. L 105.589325 52.194426
  916. L 106.257726 51.79851
  917. L 106.926127 52.21233
  918. L 107.594528 51.952846
  919. L 108.262929 51.93396
  920. L 108.93133 51.596693
  921. L 109.599731 51.805245
  922. L 110.936533 51.427545
  923. L 111.604934 51.617533
  924. L 112.273335 51.441255
  925. L 112.941736 51.697418
  926. L 113.610137 51.528674
  927. L 116.283742 51.340264
  928. L 116.952143 51.154589
  929. L 117.620544 51.461931
  930. L 118.288945 51.147349
  931. L 118.957346 51.552745
  932. L 119.625747 51.139328
  933. L 120.294148 51.599574
  934. L 120.962549 50.982358
  935. L 121.63095 51.317542
  936. L 122.299351 50.743632
  937. L 122.967752 51.088131
  938. L 123.636153 51.047707
  939. L 124.304554 51.132647
  940. L 124.972955 51.736621
  941. L 125.641356 51.498757
  942. L 126.309757 51.950276
  943. L 126.978159 51.767942
  944. L 127.64656 51.916606
  945. L 128.314961 51.60865
  946. L 128.983362 51.963583
  947. L 129.651763 51.625572
  948. L 130.320164 51.579688
  949. L 130.988565 51.71802
  950. L 131.656966 51.472466
  951. L 132.325367 51.89327
  952. L 132.993768 51.439447
  953. L 133.662169 52.05592
  954. L 134.33057 51.640613
  955. L 134.998971 52.063858
  956. L 135.667372 51.585726
  957. L 136.335773 52.085075
  958. L 137.004174 51.698978
  959. L 137.672575 52.102024
  960. L 138.340976 51.723792
  961. L 139.009378 51.941476
  962. L 139.677779 51.78491
  963. L 140.34618 51.907512
  964. L 141.014581 51.897142
  965. L 142.351383 51.572438
  966. L 143.019784 51.446018
  967. L 143.688185 51.180661
  968. L 145.024987 51.385286
  969. L 145.693388 51.120167
  970. L 146.361789 51.464785
  971. L 147.03019 51.165574
  972. L 147.698591 51.817405
  973. L 148.366992 51.32805
  974. L 149.035393 51.813505
  975. L 149.703794 51.379486
  976. L 150.372195 51.658141
  977. L 151.040597 51.678568
  978. L 151.708998 51.351341
  979. L 152.377399 51.579972
  980. L 153.0458 51.247908
  981. L 153.714201 51.407852
  982. L 154.382602 51.305025
  983. L 155.051003 50.982083
  984. L 155.719404 51.361848
  985. L 156.387805 51.039879
  986. L 157.056206 51.447138
  987. L 157.724607 51.158232
  988. L 158.393008 51.658719
  989. L 159.061409 51.475063
  990. L 159.72981 51.608769
  991. L 160.398211 51.604117
  992. L 161.066612 51.477779
  993. L 161.735013 52.001997
  994. L 162.403414 51.705493
  995. L 163.071816 51.875347
  996. L 163.740217 51.779064
  997. L 164.408618 51.532308
  998. L 165.077019 51.950249
  999. L 165.74542 51.339769
  1000. L 166.413821 51.760196
  1001. L 167.082222 51.373806
  1002. L 167.750623 51.457994
  1003. L 168.419024 51.175255
  1004. L 169.087425 51.256782
  1005. L 170.424227 51.023232
  1006. L 171.092628 51.446248
  1007. L 171.761029 51.075769
  1008. L 172.42943 51.502125
  1009. L 173.097831 51.211706
  1010. L 173.766232 51.59583
  1011. L 174.434633 51.458655
  1012. L 175.103035 51.605888
  1013. L 175.771436 51.419754
  1014. L 176.439837 51.750276
  1015. L 177.108238 51.499134
  1016. L 177.776639 51.756572
  1017. L 179.113441 51.238521
  1018. L 179.781842 51.678522
  1019. L 180.450243 51.229408
  1020. L 181.118644 51.70452
  1021. L 181.787045 51.534162
  1022. L 182.455446 51.863867
  1023. L 183.792248 51.956425
  1024. L 184.460649 52.043082
  1025. L 185.12905 51.7635
  1026. L 185.797451 52.07744
  1027. L 186.465852 51.600051
  1028. L 187.134254 51.856572
  1029. L 187.802655 51.418277
  1030. L 188.471056 51.799574
  1031. L 190.476259 51.80163
  1032. L 191.813061 51.875173
  1033. L 193.149863 51.818965
  1034. L 193.818264 51.579743
  1035. L 194.486665 51.900923
  1036. L 195.155066 51.788525
  1037. L 195.823467 51.93351
  1038. L 196.491868 51.64064
  1039. L 197.160269 52.068474
  1040. L 197.82867 51.76049
  1041. L 198.497071 51.965859
  1042. L 199.165473 51.841797
  1043. L 199.833874 51.571172
  1044. L 200.502275 51.886323
  1045. L 201.170676 51.258122
  1046. L 203.84428 51.487195
  1047. L 204.512681 51.118708
  1048. L 205.181082 51.33763
  1049. L 205.849483 51.239759
  1050. L 207.186285 52.03407
  1051. L 207.854686 51.892893
  1052. L 208.523087 52.258379
  1053. L 209.191488 52.269667
  1054. L 209.859889 52.456177
  1055. L 210.52829 52.123911
  1056. L 211.196692 52.531115
  1057. L 212.533494 52.094059
  1058. L 213.201895 52.262087
  1059. L 213.870296 51.921351
  1060. L 217.212301 51.54879
  1061. L 217.880702 51.680578
  1062. L 218.549103 51.330261
  1063. L 219.217504 51.689076
  1064. L 219.885905 51.230372
  1065. L 220.554306 51.798803
  1066. L 221.222707 51.42537
  1067. L 221.891108 51.647835
  1068. L 222.559509 51.635676
  1069. L 223.227911 51.42259
  1070. L 223.896312 51.596959
  1071. L 224.564713 51.450753
  1072. L 225.233114 51.73585
  1073. L 225.901515 51.420451
  1074. L 226.569916 51.657205
  1075. L 227.238317 51.388296
  1076. L 228.575119 51.714404
  1077. L 229.24352 51.279624
  1078. L 229.911921 51.68937
  1079. L 230.580322 51.258811
  1080. L 231.248723 51.562298
  1081. L 231.917124 51.314881
  1082. L 232.585525 51.542237
  1083. L 233.253926 51.312743
  1084. L 235.927531 51.346716
  1085. L 237.264333 51.603896
  1086. L 237.932734 51.368345
  1087. L 238.601135 51.99182
  1088. L 239.269536 51.444495
  1089. L 239.937937 51.84834
  1090. L 240.606338 51.521204
  1091. L 241.274739 51.827352
  1092. L 241.94314 51.546404
  1093. L 242.611541 51.897528
  1094. L 243.948343 51.504621
  1095. L 244.616744 51.884139
  1096. L 245.285145 51.373264
  1097. L 245.953546 51.922581
  1098. L 246.621947 51.600565
  1099. L 247.290349 51.640659
  1100. L 247.95875 52.086919
  1101. L 248.627151 51.564225
  1102. L 249.295552 52.033437
  1103. L 249.963953 51.906842
  1104. L 250.632354 51.616496
  1105. L 251.300755 52.110715
  1106. L 251.969156 51.473457
  1107. L 252.637557 51.802896
  1108. L 253.305958 51.508072
  1109. L 254.64276 51.562949
  1110. L 255.311161 51.13674
  1111. L 255.979562 51.36105
  1112. L 256.647963 51.006356
  1113. L 257.316364 51.238851
  1114. L 257.984765 51.062922
  1115. L 258.653166 51.451313
  1116. L 259.321568 51.210109
  1117. L 259.989969 51.566473
  1118. L 260.65837 51.597463
  1119. L 261.326771 51.36785
  1120. L 261.995172 51.785855
  1121. L 262.663573 51.365198
  1122. L 263.331974 51.724333
  1123. L 264.668776 51.572842
  1124. L 266.673979 51.714753
  1125. L 267.34238 51.469364
  1126. L 268.010781 51.753378
  1127. L 268.679182 51.508081
  1128. L 269.347583 51.723874
  1129. L 270.015984 51.527628
  1130. L 270.684385 51.544412
  1131. L 271.352787 51.381009
  1132. L 272.021188 51.397977
  1133. L 272.689589 51.186057
  1134. L 273.35799 51.09259
  1135. L 274.026391 51.212266
  1136. L 274.694792 50.881652
  1137. L 275.363193 51.424342
  1138. L 276.031594 51.013064
  1139. L 276.699995 51.291902
  1140. L 278.036797 51.114532
  1141. L 278.705198 51.451276
  1142. L 279.373599 51.229417
  1143. L 280.042 51.331436
  1144. L 280.710401 51.289608
  1145. L 281.378802 51.037887
  1146. L 282.047203 51.560582
  1147. L 282.715604 51.079201
  1148. L 283.384006 51.639209
  1149. L 284.052407 51.349028
  1150. L 284.720808 51.646055
  1151. L 285.389209 51.505649
  1152. L 286.05761 51.639594
  1153. L 286.726011 51.619561
  1154. L 287.394412 51.301978
  1155. L 288.062813 51.750643
  1156. L 288.731214 51.204814
  1157. L 289.399615 51.646661
  1158. L 290.068016 51.382955
  1159. L 290.736417 51.248
  1160. L 291.404818 51.655287
  1161. L 292.073219 51.374531
  1162. L 292.74162 51.425948
  1163. L 294.078422 51.235428
  1164. L 294.746823 51.730106
  1165. L 295.415225 51.284891
  1166. L 296.083626 51.62649
  1167. L 296.752027 51.641476
  1168. L 297.420428 51.508017
  1169. L 298.088829 51.73675
  1170. L 298.75723 51.386259
  1171. L 299.425631 51.451322
  1172. L 300.094032 51.127848
  1173. L 300.762433 51.581211
  1174. L 301.430834 51.14321
  1175. L 302.099235 51.518469
  1176. L 302.767636 51.301832
  1177. L 304.104438 51.319066
  1178. L 304.772839 51.22415
  1179. L 305.44124 51.445229
  1180. L 306.109641 51.170594
  1181. L 306.778042 51.623094
  1182. L 307.446444 51.292058
  1183. L 308.114845 51.53552
  1184. L 309.451647 51.281955
  1185. L 310.120048 51.670869
  1186. L 310.788449 51.332666
  1187. L 311.45685 51.581276
  1188. L 312.125251 51.21601
  1189. L 312.793652 51.235327
  1190. L 313.462053 51.435869
  1191. L 314.130454 51.139897
  1192. L 314.798855 51.3994
  1193. L 315.467256 51.126224
  1194. L 316.135657 51.319038
  1195. L 316.804058 51.77075
  1196. L 317.472459 51.264298
  1197. L 318.14086 51.736309
  1198. L 318.809261 51.508815
  1199. L 319.477663 51.51523
  1200. L 320.146064 51.644651
  1201. L 320.814465 51.099427
  1202. L 321.482866 51.313817
  1203. L 322.151267 51.293068
  1204. L 322.819668 50.853827
  1205. L 323.488069 50.885111
  1206. L 324.15647 51.259838
  1207. L 324.824871 50.886442
  1208. L 325.493272 51.348156
  1209. L 326.161673 51.391361
  1210. L 326.830074 51.142797
  1211. L 327.498475 51.695087
  1212. L 328.166876 51.54578
  1213. L 328.835277 51.82493
  1214. L 329.503678 51.873227
  1215. L 330.172079 51.429821
  1216. L 330.84048 51.521727
  1217. L 332.177283 51.270171
  1218. L 332.845684 51.504961
  1219. L 333.514085 51.389085
  1220. L 334.182486 51.769593
  1221. L 334.850887 51.349276
  1222. L 335.519288 51.903126
  1223. L 336.187689 51.651075
  1224. L 336.85609 51.79014
  1225. L 337.524491 51.713523
  1226. L 338.192892 51.507971
  1227. L 338.861293 51.729711
  1228. L 339.529694 51.417194
  1229. L 340.198095 51.652231
  1230. L 340.866496 51.597096
  1231. L 341.534897 51.32693
  1232. L 342.203298 51.468841
  1233. L 342.871699 51.198537
  1234. L 343.540101 51.40876
  1235. L 344.208502 51.410027
  1236. L 344.876903 51.232069
  1237. L 345.545304 51.653093
  1238. L 346.213705 51.430115
  1239. L 347.550507 51.651102
  1240. L 348.218908 51.402492
  1241. L 348.887309 51.784111
  1242. L 349.55571 51.444834
  1243. L 350.224111 51.670016
  1244. L 350.892512 51.647055
  1245. L 351.560913 51.48357
  1246. L 352.229314 51.581165
  1247. L 354.234517 51.448395
  1248. L 354.902918 51.608228
  1249. L 355.57132 51.234373
  1250. L 356.239721 51.502676
  1251. L 357.576523 51.061297
  1252. L 358.244924 51.514477
  1253. L 358.913325 51.133501
  1254. L 360.250127 51.311733
  1255. L 360.918528 51.608063
  1256. L 362.25533 51.219323
  1257. L 362.923731 51.567492
  1258. L 363.592132 51.278256
  1259. L 364.260533 51.299703
  1260. L 364.928934 51.760371
  1261. L 365.597335 51.296867
  1262. L 366.265736 51.876155
  1263. L 366.934137 51.837438
  1264. L 367.602539 51.685846
  1265. L 368.27094 52.025389
  1266. L 368.939341 51.765152
  1267. L 369.607742 51.765501
  1268. L 370.276143 51.478284
  1269. L 370.944544 51.571108
  1270. L 371.612945 51.207714
  1271. L 372.281346 51.125499
  1272. L 372.281346 51.125499
  1273. " style="fill:none;stroke:#ae9d31;stroke-linecap:round;stroke-width:0.8;"/>
  1274. </g>
  1275. <g id="text_4">
  1276. <g id="patch_6">
  1277. <path d="M 18.697188 53.610924
  1278. L 45.240938 53.610924
  1279. Q 47.640938 53.610924 47.640938 51.210924
  1280. L 47.640938 43.468424
  1281. Q 47.640938 41.068424 45.240938 41.068424
  1282. L 18.697188 41.068424
  1283. Q 16.297188 41.068424 16.297188 43.468424
  1284. L 16.297188 51.210924
  1285. Q 16.297188 53.610924 18.697188 53.610924
  1286. z
  1287. " style="fill:#ffffff;opacity:0.8;"/>
  1288. </g>
  1289. <!-- GSCSF -->
  1290. <defs>
  1291. <path d="M 64.40625 67.28125
  1292. L 64.40625 56.890625
  1293. Q 59.421875 61.53125 53.78125 63.8125
  1294. Q 48.140625 66.109375 41.796875 66.109375
  1295. Q 29.296875 66.109375 22.65625 58.46875
  1296. Q 16.015625 50.828125 16.015625 36.375
  1297. Q 16.015625 21.96875 22.65625 14.328125
  1298. Q 29.296875 6.6875 41.796875 6.6875
  1299. Q 48.140625 6.6875 53.78125 8.984375
  1300. Q 59.421875 11.28125 64.40625 15.921875
  1301. L 64.40625 5.609375
  1302. Q 59.234375 2.09375 53.4375 0.328125
  1303. Q 47.65625 -1.421875 41.21875 -1.421875
  1304. Q 24.65625 -1.421875 15.125 8.703125
  1305. Q 5.609375 18.84375 5.609375 36.375
  1306. Q 5.609375 53.953125 15.125 64.078125
  1307. Q 24.65625 74.21875 41.21875 74.21875
  1308. Q 47.75 74.21875 53.53125 72.484375
  1309. Q 59.328125 70.75 64.40625 67.28125
  1310. z
  1311. " id="DejaVuSans-43"/>
  1312. <path d="M 9.8125 72.90625
  1313. L 51.703125 72.90625
  1314. L 51.703125 64.59375
  1315. L 19.671875 64.59375
  1316. L 19.671875 43.109375
  1317. L 48.578125 43.109375
  1318. L 48.578125 34.8125
  1319. L 19.671875 34.8125
  1320. L 19.671875 0
  1321. L 9.8125 0
  1322. z
  1323. " id="DejaVuSans-46"/>
  1324. </defs>
  1325. <g style="fill:#ae9d31;" transform="translate(18.697188 49.547174)scale(0.08 -0.08)">
  1326. <use xlink:href="#DejaVuSans-47"/>
  1327. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  1328. <use x="140.966797" xlink:href="#DejaVuSans-43"/>
  1329. <use x="210.791016" xlink:href="#DejaVuSans-53"/>
  1330. <use x="274.267578" xlink:href="#DejaVuSans-46"/>
  1331. </g>
  1332. </g>
  1333. <g id="text_5">
  1334. <g id="patch_7">
  1335. <path d="M 280.129663 50.475299
  1336. L 365.209663 50.475299
  1337. Q 366.409663 50.475299 366.409663 49.275299
  1338. L 366.409663 45.404049
  1339. Q 366.409663 44.204049 365.209663 44.204049
  1340. L 280.129663 44.204049
  1341. Q 278.929663 44.204049 278.929663 45.404049
  1342. L 278.929663 49.275299
  1343. Q 278.929663 50.475299 280.129663 50.475299
  1344. z
  1345. " style="fill:#ffffff;opacity:0.8;"/>
  1346. </g>
  1347. <!-- max: 695.779 $\bullet$ mean: 685.769 $\bullet$ $\sigma$: 2.313 -->
  1348. <defs>
  1349. <path d="M 10.796875 72.90625
  1350. L 49.515625 72.90625
  1351. L 49.515625 64.59375
  1352. L 19.828125 64.59375
  1353. L 19.828125 46.734375
  1354. Q 21.96875 47.46875 24.109375 47.828125
  1355. Q 26.265625 48.1875 28.421875 48.1875
  1356. Q 40.625 48.1875 47.75 41.5
  1357. Q 54.890625 34.8125 54.890625 23.390625
  1358. Q 54.890625 11.625 47.5625 5.09375
  1359. Q 40.234375 -1.421875 26.90625 -1.421875
  1360. Q 22.3125 -1.421875 17.546875 -0.640625
  1361. Q 12.796875 0.140625 7.71875 1.703125
  1362. L 7.71875 11.625
  1363. Q 12.109375 9.234375 16.796875 8.0625
  1364. Q 21.484375 6.890625 26.703125 6.890625
  1365. Q 35.15625 6.890625 40.078125 11.328125
  1366. Q 45.015625 15.765625 45.015625 23.390625
  1367. Q 45.015625 31 40.078125 35.4375
  1368. Q 35.15625 39.890625 26.703125 39.890625
  1369. Q 22.75 39.890625 18.8125 39.015625
  1370. Q 14.890625 38.140625 10.796875 36.28125
  1371. z
  1372. " id="DejaVuSans-35"/>
  1373. </defs>
  1374. <g style="fill:#ae9d31;" transform="translate(280.129663 48.443424)scale(0.04 -0.04)">
  1375. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1376. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  1377. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  1378. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1379. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  1380. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-36"/>
  1381. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-39"/>
  1382. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-35"/>
  1383. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1384. <use transform="translate(505.896484 0.78125)" xlink:href="#DejaVuSans-37"/>
  1385. <use transform="translate(569.503906 0.78125)" xlink:href="#DejaVuSans-37"/>
  1386. <use transform="translate(633.126953 0.78125)" xlink:href="#DejaVuSans-39"/>
  1387. <use transform="translate(696.75 0.78125)" xlink:href="#DejaVuSans-20"/>
  1388. <use transform="translate(728.537109 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1389. <use transform="translate(791.134766 0.78125)" xlink:href="#DejaVuSans-20"/>
  1390. <use transform="translate(822.921875 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1391. <use transform="translate(920.333984 0.78125)" xlink:href="#DejaVuSans-65"/>
  1392. <use transform="translate(981.857422 0.78125)" xlink:href="#DejaVuSans-61"/>
  1393. <use transform="translate(1043.136719 0.78125)" xlink:href="#DejaVuSans-6e"/>
  1394. <use transform="translate(1106.515625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1395. <use transform="translate(1140.207031 0.78125)" xlink:href="#DejaVuSans-20"/>
  1396. <use transform="translate(1171.994141 0.78125)" xlink:href="#DejaVuSans-36"/>
  1397. <use transform="translate(1235.617188 0.78125)" xlink:href="#DejaVuSans-38"/>
  1398. <use transform="translate(1299.240234 0.78125)" xlink:href="#DejaVuSans-35"/>
  1399. <use transform="translate(1362.863281 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1400. <use transform="translate(1394.541016 0.78125)" xlink:href="#DejaVuSans-37"/>
  1401. <use transform="translate(1458.164062 0.78125)" xlink:href="#DejaVuSans-36"/>
  1402. <use transform="translate(1521.787109 0.78125)" xlink:href="#DejaVuSans-39"/>
  1403. <use transform="translate(1585.410156 0.78125)" xlink:href="#DejaVuSans-20"/>
  1404. <use transform="translate(1617.197266 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1405. <use transform="translate(1679.794922 0.78125)" xlink:href="#DejaVuSans-20"/>
  1406. <use transform="translate(1711.582031 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  1407. <use transform="translate(1774.960938 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1408. <use transform="translate(1808.652344 0.78125)" xlink:href="#DejaVuSans-20"/>
  1409. <use transform="translate(1840.439453 0.78125)" xlink:href="#DejaVuSans-32"/>
  1410. <use transform="translate(1904.0625 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1411. <use transform="translate(1935.849609 0.78125)" xlink:href="#DejaVuSans-33"/>
  1412. <use transform="translate(1999.472656 0.78125)" xlink:href="#DejaVuSans-31"/>
  1413. <use transform="translate(2063.095703 0.78125)" xlink:href="#DejaVuSans-33"/>
  1414. </g>
  1415. </g>
  1416. <g id="text_6">
  1417. <!-- 689.19 -->
  1418. <g style="fill:#d3d3d3;" transform="translate(7.2 51.954767)scale(0.03 -0.03)">
  1419. <use xlink:href="#DejaVuSans-36"/>
  1420. <use x="63.623047" xlink:href="#DejaVuSans-38"/>
  1421. <use x="127.246094" xlink:href="#DejaVuSans-39"/>
  1422. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  1423. <use x="222.65625" xlink:href="#DejaVuSans-31"/>
  1424. <use x="286.279297" xlink:href="#DejaVuSans-39"/>
  1425. </g>
  1426. </g>
  1427. </g>
  1428. <g id="axes_3">
  1429. <g id="patch_8">
  1430. <path d="M 18.697188 92.898048
  1431. L 372.281346 92.898048
  1432. L 372.281346 67.351296
  1433. L 18.697188 67.351296
  1434. z
  1435. " style="fill:#ffffff;"/>
  1436. </g>
  1437. <g id="matplotlib.axis_5">
  1438. <g id="xtick_11"/>
  1439. <g id="xtick_12"/>
  1440. <g id="xtick_13"/>
  1441. <g id="xtick_14"/>
  1442. <g id="xtick_15"/>
  1443. </g>
  1444. <g id="matplotlib.axis_6"/>
  1445. <g id="line2d_5">
  1446. <path clip-path="url(#pff5e1df49e)" d="M 18.697188 78.704137
  1447. L 372.281346 78.704137
  1448. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  1449. </g>
  1450. <g id="line2d_6">
  1451. <path clip-path="url(#pff5e1df49e)" d="M 18.697188 79.341546
  1452. L 20.03399 79.390203
  1453. L 21.370792 79.388822
  1454. L 22.039193 79.423672
  1455. L 23.375995 79.184521
  1456. L 24.044396 79.224134
  1457. L 24.712797 79.080575
  1458. L 27.386401 79.355331
  1459. L 28.723203 79.365779
  1460. L 29.391604 79.184086
  1461. L 30.060005 79.217544
  1462. L 31.396808 79.03652
  1463. L 33.402011 79.085326
  1464. L 34.070412 79.032407
  1465. L 35.407214 79.128903
  1466. L 38.080818 79.236388
  1467. L 40.754422 79.138702
  1468. L 43.428027 79.142847
  1469. L 46.101631 79.296439
  1470. L 46.770032 79.202887
  1471. L 47.438433 79.233551
  1472. L 48.106834 79.058585
  1473. L 50.112037 78.987098
  1474. L 54.122443 79.158641
  1475. L 56.127647 79.065175
  1476. L 56.796048 79.182906
  1477. L 57.464449 79.082169
  1478. L 58.13285 79.144941
  1479. L 60.138053 79.085645
  1480. L 61.474855 79.153157
  1481. L 62.143256 79.022852
  1482. L 62.811657 79.128403
  1483. L 63.480058 78.954139
  1484. L 66.153662 79.103384
  1485. L 66.822064 78.985387
  1486. L 68.158866 79.093744
  1487. L 72.169272 79.043004
  1488. L 72.837673 79.170131
  1489. L 74.842876 79.095636
  1490. L 76.179678 79.049987
  1491. L 76.848079 78.986343
  1492. L 78.184881 79.055917
  1493. L 79.521684 78.990563
  1494. L 80.190085 79.077227
  1495. L 82.863689 78.92118
  1496. L 83.53209 79.041579
  1497. L 84.200491 78.992869
  1498. L 85.537293 79.073486
  1499. L 88.879298 79.136693
  1500. L 89.547699 79.001383
  1501. L 90.2161 79.082084
  1502. L 92.889705 78.896118
  1503. L 93.558106 78.863861
  1504. L 94.226507 78.958911
  1505. L 94.894908 78.867783
  1506. L 96.23171 79.004529
  1507. L 96.900111 78.9758
  1508. L 97.568512 79.072912
  1509. L 98.236913 78.98189
  1510. L 98.905314 79.125055
  1511. L 99.573715 79.000267
  1512. L 100.242116 79.01893
  1513. L 100.910517 78.883928
  1514. L 102.247319 78.976884
  1515. L 104.252523 79.042323
  1516. L 106.257726 79.206257
  1517. L 106.926127 79.079023
  1518. L 107.594528 79.122175
  1519. L 108.262929 79.00962
  1520. L 108.93133 79.012787
  1521. L 109.599731 78.881919
  1522. L 112.941736 79.097846
  1523. L 113.610137 79.101811
  1524. L 114.278538 78.98121
  1525. L 114.94694 79.014944
  1526. L 115.615341 78.864562
  1527. L 116.283742 78.958996
  1528. L 116.952143 78.83813
  1529. L 118.957346 78.981157
  1530. L 120.962549 78.887105
  1531. L 121.63095 78.756003
  1532. L 122.299351 78.849948
  1533. L 122.967752 78.675121
  1534. L 124.304554 78.780885
  1535. L 126.978159 79.047276
  1536. L 128.983362 78.880611
  1537. L 129.651763 78.943426
  1538. L 130.320164 78.812844
  1539. L 136.335773 79.006102
  1540. L 139.009378 78.916164
  1541. L 141.014581 79.074304
  1542. L 143.019784 78.887849
  1543. L 144.356586 78.753771
  1544. L 148.366992 79.123238
  1545. L 149.035393 78.98646
  1546. L 149.703794 79.100525
  1547. L 150.372195 78.978287
  1548. L 151.708998 79.018664
  1549. L 153.714201 78.743494
  1550. L 157.724607 79.055237
  1551. L 158.393008 78.910562
  1552. L 159.061409 78.976714
  1553. L 159.72981 78.864988
  1554. L 160.398211 78.976406
  1555. L 161.066612 78.785933
  1556. L 161.735013 78.829106
  1557. L 162.403414 79.046107
  1558. L 163.071816 78.970975
  1559. L 163.740217 79.094998
  1560. L 169.087425 78.783924
  1561. L 169.755826 78.825524
  1562. L 170.424227 78.754983
  1563. L 171.092628 78.896586
  1564. L 178.44504 78.898457
  1565. L 179.113441 78.74901
  1566. L 181.787045 78.925081
  1567. L 184.460649 79.066535
  1568. L 185.12905 79.009726
  1569. L 185.797451 79.114703
  1570. L 187.134254 78.84388
  1571. L 187.802655 79.006059
  1572. L 189.807858 78.960665
  1573. L 191.14466 79.010151
  1574. L 195.155066 79.045916
  1575. L 197.82867 79.143336
  1576. L 198.497071 79.063665
  1577. L 199.165473 79.106083
  1578. L 200.502275 78.966064
  1579. L 201.170676 79.019281
  1580. L 203.175879 78.871173
  1581. L 204.512681 78.87907
  1582. L 205.849483 78.856113
  1583. L 206.517884 78.847525
  1584. L 209.191488 79.209743
  1585. L 211.196692 79.195161
  1586. L 215.875499 79.022714
  1587. L 217.880702 79.095997
  1588. L 221.222707 79.178017
  1589. L 222.559509 78.971049
  1590. L 223.896312 79.071711
  1591. L 225.233114 78.976268
  1592. L 225.901515 79.075261
  1593. L 230.580322 79.057076
  1594. L 231.917124 79.042504
  1595. L 233.922327 78.795818
  1596. L 239.269536 79.048084
  1597. L 243.948343 78.90815
  1598. L 247.95875 79.002488
  1599. L 249.295552 79.006931
  1600. L 250.632354 79.119412
  1601. L 253.305958 79.062985
  1602. L 256.647963 78.748223
  1603. L 258.653166 78.866848
  1604. L 259.989969 78.980827
  1605. L 265.337177 78.894035
  1606. L 268.010781 78.943117
  1607. L 271.352787 78.864743
  1608. L 272.021188 78.5941
  1609. L 274.694792 78.722184
  1610. L 277.368396 78.892196
  1611. L 279.373599 78.756035
  1612. L 280.042 78.666597
  1613. L 280.710401 78.706996
  1614. L 281.378802 78.624179
  1615. L 282.715604 78.775273
  1616. L 286.05761 78.755451
  1617. L 286.726011 78.872428
  1618. L 288.731214 78.713851
  1619. L 296.083626 78.782777
  1620. L 296.752027 78.886733
  1621. L 300.762433 78.586915
  1622. L 301.430834 78.748308
  1623. L 302.099235 78.682603
  1624. L 303.436037 78.697016
  1625. L 312.125251 78.680584
  1626. L 312.793652 78.608693
  1627. L 314.130454 78.724894
  1628. L 314.798855 78.64973
  1629. L 316.135657 78.801153
  1630. L 318.809261 78.953246
  1631. L 319.477663 78.850884
  1632. L 320.146064 78.903399
  1633. L 321.482866 78.73278
  1634. L 322.151267 78.88583
  1635. L 322.819668 78.615474
  1636. L 324.15647 78.762848
  1637. L 326.161673 78.867677
  1638. L 326.830074 78.92016
  1639. L 327.498475 78.829691
  1640. L 328.835277 79.066046
  1641. L 329.503678 78.938643
  1642. L 330.172079 78.967159
  1643. L 330.84048 78.792682
  1644. L 334.850887 78.911827
  1645. L 335.519288 78.896714
  1646. L 336.187689 79.016071
  1647. L 337.524491 78.895459
  1648. L 339.529694 78.846111
  1649. L 340.198095 78.781299
  1650. L 340.866496 78.851511
  1651. L 342.203298 78.701798
  1652. L 346.882106 79.020981
  1653. L 348.887309 78.869749
  1654. L 351.560913 78.775942
  1655. L 352.229314 78.871971
  1656. L 352.897715 78.795254
  1657. L 354.234517 78.861278
  1658. L 358.244924 78.652886
  1659. L 358.913325 78.809539
  1660. L 360.918528 78.749765
  1661. L 364.260533 78.643958
  1662. L 365.597335 78.801993
  1663. L 368.939341 78.878454
  1664. L 370.276143 78.815714
  1665. L 372.281346 78.637486
  1666. L 372.281346 78.637486
  1667. " style="fill:none;stroke:#33b07a;stroke-linecap:round;stroke-width:0.8;"/>
  1668. </g>
  1669. <g id="text_7">
  1670. <g id="patch_9">
  1671. <path d="M 18.697188 81.286572
  1672. L 44.787188 81.286572
  1673. Q 47.187188 81.286572 47.187188 78.886572
  1674. L 47.187188 71.144072
  1675. Q 47.187188 68.744072 44.787188 68.744072
  1676. L 18.697188 68.744072
  1677. Q 16.297188 68.744072 16.297188 71.144072
  1678. L 16.297188 78.886572
  1679. Q 16.297188 81.286572 18.697188 81.286572
  1680. z
  1681. " style="fill:#ffffff;opacity:0.8;"/>
  1682. </g>
  1683. <!-- GSWM -->
  1684. <defs>
  1685. <path d="M 3.328125 72.90625
  1686. L 13.28125 72.90625
  1687. L 28.609375 11.28125
  1688. L 43.890625 72.90625
  1689. L 54.984375 72.90625
  1690. L 70.3125 11.28125
  1691. L 85.59375 72.90625
  1692. L 95.609375 72.90625
  1693. L 77.296875 0
  1694. L 64.890625 0
  1695. L 49.515625 63.28125
  1696. L 33.984375 0
  1697. L 21.578125 0
  1698. z
  1699. " id="DejaVuSans-57"/>
  1700. <path d="M 9.8125 72.90625
  1701. L 24.515625 72.90625
  1702. L 43.109375 23.296875
  1703. L 61.8125 72.90625
  1704. L 76.515625 72.90625
  1705. L 76.515625 0
  1706. L 66.890625 0
  1707. L 66.890625 64.015625
  1708. L 48.09375 14.015625
  1709. L 38.1875 14.015625
  1710. L 19.390625 64.015625
  1711. L 19.390625 0
  1712. L 9.8125 0
  1713. z
  1714. " id="DejaVuSans-4d"/>
  1715. </defs>
  1716. <g style="fill:#33b07a;" transform="translate(18.697188 77.222822)scale(0.08 -0.08)">
  1717. <use xlink:href="#DejaVuSans-47"/>
  1718. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  1719. <use x="140.966797" xlink:href="#DejaVuSans-57"/>
  1720. <use x="239.84375" xlink:href="#DejaVuSans-4d"/>
  1721. </g>
  1722. </g>
  1723. <g id="text_8">
  1724. <g id="patch_10">
  1725. <path d="M 280.129663 78.150947
  1726. L 365.209663 78.150947
  1727. Q 366.409663 78.150947 366.409663 76.950947
  1728. L 366.409663 73.079697
  1729. Q 366.409663 71.879697 365.209663 71.879697
  1730. L 280.129663 71.879697
  1731. Q 278.929663 71.879697 278.929663 73.079697
  1732. L 278.929663 76.950947
  1733. Q 278.929663 78.150947 280.129663 78.150947
  1734. z
  1735. " style="fill:#ffffff;opacity:0.8;"/>
  1736. </g>
  1737. <!-- max: 645.219 $\bullet$ mean: 643.149 $\bullet$ $\sigma$: 0.894 -->
  1738. <g style="fill:#33b07a;" transform="translate(280.129663 76.119072)scale(0.04 -0.04)">
  1739. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1740. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  1741. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  1742. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1743. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  1744. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-36"/>
  1745. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-34"/>
  1746. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-35"/>
  1747. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1748. <use transform="translate(505.927734 0.78125)" xlink:href="#DejaVuSans-32"/>
  1749. <use transform="translate(569.550781 0.78125)" xlink:href="#DejaVuSans-31"/>
  1750. <use transform="translate(633.173828 0.78125)" xlink:href="#DejaVuSans-39"/>
  1751. <use transform="translate(696.796875 0.78125)" xlink:href="#DejaVuSans-20"/>
  1752. <use transform="translate(728.583984 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1753. <use transform="translate(791.181641 0.78125)" xlink:href="#DejaVuSans-20"/>
  1754. <use transform="translate(822.96875 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1755. <use transform="translate(920.380859 0.78125)" xlink:href="#DejaVuSans-65"/>
  1756. <use transform="translate(981.904297 0.78125)" xlink:href="#DejaVuSans-61"/>
  1757. <use transform="translate(1043.183594 0.78125)" xlink:href="#DejaVuSans-6e"/>
  1758. <use transform="translate(1106.5625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1759. <use transform="translate(1140.253906 0.78125)" xlink:href="#DejaVuSans-20"/>
  1760. <use transform="translate(1172.041016 0.78125)" xlink:href="#DejaVuSans-36"/>
  1761. <use transform="translate(1235.664062 0.78125)" xlink:href="#DejaVuSans-34"/>
  1762. <use transform="translate(1299.287109 0.78125)" xlink:href="#DejaVuSans-33"/>
  1763. <use transform="translate(1362.910156 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1764. <use transform="translate(1394.697266 0.78125)" xlink:href="#DejaVuSans-31"/>
  1765. <use transform="translate(1458.320312 0.78125)" xlink:href="#DejaVuSans-34"/>
  1766. <use transform="translate(1521.943359 0.78125)" xlink:href="#DejaVuSans-39"/>
  1767. <use transform="translate(1585.566406 0.78125)" xlink:href="#DejaVuSans-20"/>
  1768. <use transform="translate(1617.353516 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1769. <use transform="translate(1679.951172 0.78125)" xlink:href="#DejaVuSans-20"/>
  1770. <use transform="translate(1711.738281 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  1771. <use transform="translate(1775.117188 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1772. <use transform="translate(1808.808594 0.78125)" xlink:href="#DejaVuSans-20"/>
  1773. <use transform="translate(1840.595703 0.78125)" xlink:href="#DejaVuSans-30"/>
  1774. <use transform="translate(1904.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1775. <use transform="translate(1935.974609 0.78125)" xlink:href="#DejaVuSans-38"/>
  1776. <use transform="translate(1999.597656 0.78125)" xlink:href="#DejaVuSans-39"/>
  1777. <use transform="translate(2063.220703 0.78125)" xlink:href="#DejaVuSans-34"/>
  1778. </g>
  1779. </g>
  1780. <g id="text_9">
  1781. <!-- 644.55 -->
  1782. <g style="fill:#d3d3d3;" transform="translate(7.2 79.53195)scale(0.03 -0.03)">
  1783. <use xlink:href="#DejaVuSans-36"/>
  1784. <use x="63.623047" xlink:href="#DejaVuSans-34"/>
  1785. <use x="127.246094" xlink:href="#DejaVuSans-34"/>
  1786. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  1787. <use x="222.65625" xlink:href="#DejaVuSans-35"/>
  1788. <use x="286.279297" xlink:href="#DejaVuSans-35"/>
  1789. </g>
  1790. </g>
  1791. </g>
  1792. <g id="axes_4">
  1793. <g id="patch_11">
  1794. <path d="M 18.697188 120.573696
  1795. L 372.281346 120.573696
  1796. L 372.281346 95.026944
  1797. L 18.697188 95.026944
  1798. z
  1799. " style="fill:#ffffff;"/>
  1800. </g>
  1801. <g id="matplotlib.axis_7">
  1802. <g id="xtick_16"/>
  1803. <g id="xtick_17"/>
  1804. <g id="xtick_18"/>
  1805. <g id="xtick_19"/>
  1806. <g id="xtick_20"/>
  1807. </g>
  1808. <g id="matplotlib.axis_8"/>
  1809. <g id="line2d_7">
  1810. <path clip-path="url(#p85afdebec6)" d="M 18.697188 109.206374
  1811. L 372.281346 109.206374
  1812. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  1813. </g>
  1814. <g id="line2d_8">
  1815. <path clip-path="url(#p85afdebec6)" d="M 19.365589 109.302544
  1816. L 20.03399 110.911227
  1817. L 20.702391 109.039622
  1818. L 21.370792 107.955461
  1819. L 22.039193 106.565157
  1820. L 23.375995 111.331104
  1821. L 24.044396 109.350184
  1822. L 24.712797 109.732774
  1823. L 25.381198 109.617363
  1824. L 26.049599 112.637231
  1825. L 26.718 112.289503
  1826. L 27.386401 112.201758
  1827. L 28.054802 108.221833
  1828. L 28.723203 110.681925
  1829. L 29.391604 110.919785
  1830. L 30.728407 109.918084
  1831. L 31.396808 110.78854
  1832. L 32.065209 110.804195
  1833. L 32.73361 106.632948
  1834. L 33.402011 109.770395
  1835. L 34.070412 111.30482
  1836. L 34.738813 112.195073
  1837. L 35.407214 111.102019
  1838. L 36.075615 111.394734
  1839. L 36.744016 111.867477
  1840. L 38.080818 110.890699
  1841. L 38.749219 110.994496
  1842. L 39.41762 111.721484
  1843. L 40.086021 110.591912
  1844. L 40.754422 111.982394
  1845. L 41.422823 112.654839
  1846. L 42.091224 113.513999
  1847. L 42.759626 111.684611
  1848. L 43.428027 111.765001
  1849. L 44.096428 111.399407
  1850. L 44.764829 111.76583
  1851. L 45.43323 111.650577
  1852. L 46.101631 111.740787
  1853. L 46.770032 112.293191
  1854. L 47.438433 112.009663
  1855. L 48.106834 110.299314
  1856. L 48.775235 110.76612
  1857. L 49.443636 111.49989
  1858. L 50.112037 110.382447
  1859. L 50.780438 109.683339
  1860. L 51.448839 110.503889
  1861. L 52.11724 110.342536
  1862. L 52.785641 109.789383
  1863. L 53.454042 111.434683
  1864. L 54.122443 111.705453
  1865. L 54.790845 110.637421
  1866. L 55.459246 112.880237
  1867. L 56.127647 111.542758
  1868. L 56.796048 112.416723
  1869. L 57.464449 111.896363
  1870. L 58.13285 112.289839
  1871. L 58.801251 110.641246
  1872. L 59.469652 112.421337
  1873. L 60.138053 113.284537
  1874. L 60.806454 111.490485
  1875. L 61.474855 111.82802
  1876. L 62.143256 111.849748
  1877. L 62.811657 112.343707
  1878. L 63.480058 111.518109
  1879. L 64.148459 112.204557
  1880. L 64.81686 110.452858
  1881. L 65.485261 109.627517
  1882. L 66.153662 110.091978
  1883. L 66.822064 109.7967
  1884. L 67.490465 108.942038
  1885. L 68.158866 110.88372
  1886. L 68.827267 110.387611
  1887. L 69.495668 109.535158
  1888. L 70.164069 110.344724
  1889. L 70.83247 110.867905
  1890. L 71.500871 111.148769
  1891. L 72.169272 112.227431
  1892. L 72.837673 112.87665
  1893. L 73.506074 111.443044
  1894. L 74.174475 113.985655
  1895. L 74.842876 112.822958
  1896. L 75.511277 111.423463
  1897. L 76.848079 109.200994
  1898. L 77.51648 109.435996
  1899. L 78.184881 108.408524
  1900. L 78.853283 108.714076
  1901. L 79.521684 110.078037
  1902. L 80.190085 109.907871
  1903. L 80.858486 111.325978
  1904. L 81.526887 111.324932
  1905. L 82.195288 111.557113
  1906. L 82.863689 111.949662
  1907. L 83.53209 112.728389
  1908. L 84.200491 112.024589
  1909. L 84.868892 112.735448
  1910. L 85.537293 112.971414
  1911. L 86.205694 113.4761
  1912. L 86.874095 111.032493
  1913. L 87.542496 112.109615
  1914. L 88.210897 111.131695
  1915. L 88.879298 111.999962
  1916. L 89.547699 110.289968
  1917. L 90.2161 112.782989
  1918. L 90.884502 111.769281
  1919. L 91.552903 113.269
  1920. L 92.221304 111.926354
  1921. L 92.889705 113.301793
  1922. L 93.558106 110.974916
  1923. L 94.226507 112.943218
  1924. L 94.894908 112.323793
  1925. L 95.563309 112.3918
  1926. L 96.23171 109.625072
  1927. L 96.900111 112.421201
  1928. L 98.236913 111.747787
  1929. L 98.905314 111.848526
  1930. L 99.573715 112.710229
  1931. L 100.242116 111.162671
  1932. L 101.578918 112.60036
  1933. L 102.247319 112.730618
  1934. L 102.915721 111.831214
  1935. L 104.252523 113.014401
  1936. L 104.920924 113.277796
  1937. L 105.589325 110.73895
  1938. L 106.257726 111.985962
  1939. L 106.926127 111.841606
  1940. L 107.594528 113.348188
  1941. L 108.262929 110.676088
  1942. L 108.93133 112.032654
  1943. L 109.599731 111.304268
  1944. L 110.268132 113.074165
  1945. L 110.936533 112.361513
  1946. L 111.604934 111.906381
  1947. L 112.273335 110.895748
  1948. L 112.941736 112.648984
  1949. L 113.610137 111.825081
  1950. L 114.278538 110.6654
  1951. L 114.94694 110.692197
  1952. L 115.615341 111.688494
  1953. L 116.283742 110.46333
  1954. L 117.620544 111.478023
  1955. L 118.288945 111.305175
  1956. L 118.957346 108.823018
  1957. L 119.625747 108.533457
  1958. L 120.294148 109.901421
  1959. L 120.962549 110.049487
  1960. L 121.63095 111.003941
  1961. L 122.299351 110.015138
  1962. L 123.636153 112.7668
  1963. L 124.304554 110.760324
  1964. L 124.972955 110.862779
  1965. L 125.641356 112.092756
  1966. L 126.309757 110.585424
  1967. L 126.978159 112.159344
  1968. L 127.64656 113.367275
  1969. L 128.314961 111.862251
  1970. L 128.983362 111.262801
  1971. L 130.320164 112.105985
  1972. L 130.988565 111.534634
  1973. L 131.656966 112.082087
  1974. L 132.325367 110.366888
  1975. L 132.993768 110.628567
  1976. L 133.662169 110.185146
  1977. L 134.33057 112.143491
  1978. L 134.998971 110.225825
  1979. L 135.667372 109.638541
  1980. L 136.335773 110.00585
  1981. L 137.004174 110.833695
  1982. L 137.672575 109.052184
  1983. L 138.340976 109.323859
  1984. L 139.009378 110.488392
  1985. L 139.677779 109.606359
  1986. L 140.34618 111.599625
  1987. L 141.014581 112.308728
  1988. L 142.351383 112.669392
  1989. L 143.019784 112.644824
  1990. L 143.688185 112.2967
  1991. L 144.356586 112.20722
  1992. L 145.024987 110.532223
  1993. L 145.693388 111.02774
  1994. L 146.361789 110.838763
  1995. L 147.03019 110.451756
  1996. L 147.698591 110.812812
  1997. L 148.366992 111.454815
  1998. L 149.035393 109.774969
  1999. L 149.703794 110.427225
  2000. L 150.372195 110.414645
  2001. L 151.040597 110.555708
  2002. L 151.708998 111.941518
  2003. L 152.377399 109.214442
  2004. L 153.0458 111.690132
  2005. L 153.714201 111.108269
  2006. L 154.382602 112.212878
  2007. L 155.051003 112.198189
  2008. L 155.719404 113.110763
  2009. L 156.387805 112.524069
  2010. L 157.056206 111.70563
  2011. L 158.393008 112.153488
  2012. L 159.061409 108.614362
  2013. L 159.72981 111.398973
  2014. L 161.066612 110.212396
  2015. L 161.735013 112.317641
  2016. L 162.403414 111.713636
  2017. L 163.071816 112.083923
  2018. L 163.740217 111.708942
  2019. L 164.408618 111.07396
  2020. L 165.077019 112.63037
  2021. L 165.74542 112.301333
  2022. L 166.413821 111.631154
  2023. L 167.750623 112.549566
  2024. L 168.419024 112.301117
  2025. L 169.087425 111.548279
  2026. L 170.424227 112.11338
  2027. L 171.092628 111.45868
  2028. L 171.761029 111.34329
  2029. L 172.42943 111.810372
  2030. L 173.097831 111.486936
  2031. L 173.766232 112.530795
  2032. L 174.434633 109.551405
  2033. L 175.103035 112.457698
  2034. L 175.771436 112.254187
  2035. L 176.439837 110.746916
  2036. L 177.776639 112.093781
  2037. L 178.44504 112.519712
  2038. L 179.113441 110.676206
  2039. L 179.781842 112.321308
  2040. L 180.450243 111.477078
  2041. L 181.118644 108.635816
  2042. L 181.787045 110.077092
  2043. L 182.455446 110.609816
  2044. L 183.123847 109.010517
  2045. L 183.792248 111.792053
  2046. L 184.460649 111.656493
  2047. L 185.12905 112.648728
  2048. L 186.465852 112.720009
  2049. L 187.134254 109.939282
  2050. L 187.802655 112.132547
  2051. L 188.471056 112.258447
  2052. L 189.139457 113.330818
  2053. L 189.807858 112.035296
  2054. L 190.476259 113.014577
  2055. L 191.14466 110.817763
  2056. L 192.481462 111.805047
  2057. L 193.149863 111.007274
  2058. L 193.818264 109.180272
  2059. L 194.486665 111.846653
  2060. L 195.155066 113.090196
  2061. L 195.823467 113.000281
  2062. L 196.491868 112.649182
  2063. L 197.160269 112.641018
  2064. L 197.82867 112.899385
  2065. L 198.497071 111.270097
  2066. L 199.165473 111.565671
  2067. L 199.833874 112.235456
  2068. L 200.502275 111.339089
  2069. L 201.170676 109.399774
  2070. L 201.839077 109.723684
  2071. L 202.507478 110.224621
  2072. L 203.175879 112.778097
  2073. L 203.84428 116.130021
  2074. L 204.512681 114.142119
  2075. L 205.181082 112.656339
  2076. L 206.517884 113.089152
  2077. L 207.186285 113.551876
  2078. L 207.854686 114.659738
  2079. L 208.523087 115.089474
  2080. L 209.191488 114.589503
  2081. L 209.859889 112.048803
  2082. L 210.52829 110.120747
  2083. L 211.196692 105.60587
  2084. L 211.865093 105.485687
  2085. L 212.533494 109.36432
  2086. L 213.201895 110.452426
  2087. L 214.538697 112.864286
  2088. L 215.207098 114.025525
  2089. L 215.875499 112.406825
  2090. L 216.5439 113.324842
  2091. L 218.549103 112.96258
  2092. L 219.217504 114.000898
  2093. L 219.885905 112.568218
  2094. L 220.554306 112.251684
  2095. L 221.222707 112.989182
  2096. L 221.891108 112.922573
  2097. L 222.559509 113.501557
  2098. L 223.227911 113.8049
  2099. L 223.896312 112.790757
  2100. L 224.564713 113.641593
  2101. L 225.233114 111.791896
  2102. L 225.901515 112.551792
  2103. L 226.569916 111.30973
  2104. L 227.238317 111.299397
  2105. L 227.906718 112.592413
  2106. L 228.575119 112.272545
  2107. L 229.24352 112.604323
  2108. L 230.580322 112.07493
  2109. L 231.248723 113.149134
  2110. L 231.917124 111.687685
  2111. L 232.585525 112.267616
  2112. L 233.253926 112.139072
  2113. L 233.922327 111.660061
  2114. L 234.590728 111.783201
  2115. L 235.25913 112.439794
  2116. L 235.927531 113.421245
  2117. L 236.595932 113.262749
  2118. L 237.264333 113.420455
  2119. L 237.932734 113.440982
  2120. L 238.601135 111.518918
  2121. L 239.269536 112.566305
  2122. L 239.937937 111.12221
  2123. L 241.274739 112.744281
  2124. L 241.94314 111.554687
  2125. L 242.611541 110.862149
  2126. L 243.279942 112.159127
  2127. L 243.948343 112.197992
  2128. L 244.616744 112.511727
  2129. L 245.285145 113.443761
  2130. L 245.953546 110.794259
  2131. L 247.290349 113.470205
  2132. L 247.95875 113.891836
  2133. L 248.627151 114.813817
  2134. L 249.295552 112.22469
  2135. L 249.963953 112.386182
  2136. L 250.632354 112.177761
  2137. L 251.300755 111.487587
  2138. L 251.969156 112.505239
  2139. L 252.637557 112.53318
  2140. L 253.305958 112.221101
  2141. L 253.974359 112.687158
  2142. L 254.64276 112.764769
  2143. L 255.311161 113.503035
  2144. L 256.647963 113.282546
  2145. L 257.316364 112.019089
  2146. L 257.984765 112.070158
  2147. L 258.653166 110.194809
  2148. L 259.321568 109.987274
  2149. L 259.989969 110.527985
  2150. L 260.65837 111.25515
  2151. L 261.326771 112.515156
  2152. L 261.995172 110.767423
  2153. L 262.663573 111.973265
  2154. L 263.331974 111.610215
  2155. L 264.000375 112.879351
  2156. L 264.668776 112.506816
  2157. L 265.337177 112.832677
  2158. L 266.005578 112.29041
  2159. L 266.673979 113.51315
  2160. L 267.34238 112.419682
  2161. L 268.679182 111.719945
  2162. L 269.347583 113.728294
  2163. L 270.015984 112.164687
  2164. L 270.684385 111.843282
  2165. L 271.352787 107.909655
  2166. L 272.021188 98.873809
  2167. L 272.689589 111.518721
  2168. L 273.35799 110.32824
  2169. L 274.026391 110.917141
  2170. L 274.694792 112.921527
  2171. L 275.363193 111.235452
  2172. L 276.031594 111.64616
  2173. L 276.699995 111.719512
  2174. L 277.368396 112.959722
  2175. L 278.036797 111.614906
  2176. L 278.705198 111.892813
  2177. L 279.373599 111.419658
  2178. L 280.042 112.682978
  2179. L 281.378802 111.853476
  2180. L 282.047203 111.642314
  2181. L 282.715604 112.10634
  2182. L 283.384006 109.876282
  2183. L 284.052407 110.791636
  2184. L 284.720808 111.399722
  2185. L 285.389209 108.476394
  2186. L 286.05761 110.402163
  2187. L 286.726011 112.80943
  2188. L 287.394412 110.933212
  2189. L 288.062813 112.238098
  2190. L 288.731214 113.231734
  2191. L 289.399615 112.140236
  2192. L 290.068016 111.508291
  2193. L 290.736417 112.864739
  2194. L 291.404818 112.006626
  2195. L 292.073219 112.426683
  2196. L 292.74162 111.76579
  2197. L 293.410021 112.272428
  2198. L 294.078422 113.333222
  2199. L 294.746823 113.568321
  2200. L 295.415225 114.057627
  2201. L 296.083626 111.936095
  2202. L 296.752027 111.952462
  2203. L 298.088829 110.869168
  2204. L 298.75723 113.149489
  2205. L 299.425631 112.623567
  2206. L 300.094032 111.71326
  2207. L 301.430834 112.652809
  2208. L 302.099235 110.756105
  2209. L 302.767636 111.633481
  2210. L 303.436037 112.232261
  2211. L 304.104438 112.32054
  2212. L 304.772839 113.761322
  2213. L 305.44124 113.186875
  2214. L 306.109641 112.835576
  2215. L 306.778042 110.927946
  2216. L 307.446444 111.543113
  2217. L 308.114845 111.366083
  2218. L 308.783246 111.868384
  2219. L 310.788449 113.697257
  2220. L 311.45685 111.86369
  2221. L 312.125251 111.695672
  2222. L 312.793652 111.210409
  2223. L 314.130454 112.827217
  2224. L 314.798855 111.713577
  2225. L 315.467256 111.759322
  2226. L 316.135657 113.73772
  2227. L 316.804058 115.33743
  2228. L 317.472459 115.109884
  2229. L 318.14086 112.2772
  2230. L 318.809261 112.892462
  2231. L 319.477663 111.483504
  2232. L 320.146064 112.587009
  2233. L 320.814465 112.384445
  2234. L 322.151267 105.621783
  2235. L 322.819668 106.871358
  2236. L 323.488069 112.753766
  2237. L 324.15647 112.405269
  2238. L 324.824871 109.632171
  2239. L 325.493272 111.56019
  2240. L 326.161673 114.403541
  2241. L 328.166876 106.575608
  2242. L 328.835277 111.111346
  2243. L 329.503678 111.134732
  2244. L 330.172079 111.292672
  2245. L 330.84048 112.542073
  2246. L 331.508882 113.147952
  2247. L 332.177283 112.712654
  2248. L 332.845684 113.215348
  2249. L 333.514085 113.359053
  2250. L 334.182486 112.15897
  2251. L 334.850887 112.900508
  2252. L 335.519288 109.827559
  2253. L 336.187689 110.704521
  2254. L 336.85609 111.794794
  2255. L 337.524491 111.96579
  2256. L 338.192892 112.984626
  2257. L 338.861293 111.328107
  2258. L 339.529694 112.054738
  2259. L 340.198095 111.454815
  2260. L 340.866496 112.742309
  2261. L 341.534897 112.602391
  2262. L 342.203298 112.731661
  2263. L 342.871699 111.206723
  2264. L 343.540101 112.686528
  2265. L 344.876903 112.103738
  2266. L 345.545304 112.957178
  2267. L 346.213705 111.089556
  2268. L 346.882106 113.348898
  2269. L 348.218908 111.244897
  2270. L 348.887309 113.162699
  2271. L 349.55571 111.12225
  2272. L 350.224111 111.772593
  2273. L 350.892512 112.123377
  2274. L 351.560913 110.495627
  2275. L 352.229314 113.046895
  2276. L 352.897715 112.247857
  2277. L 353.566116 113.397109
  2278. L 354.234517 112.682308
  2279. L 354.902918 113.847194
  2280. L 355.57132 112.716241
  2281. L 356.239721 112.778414
  2282. L 356.908122 112.686626
  2283. L 357.576523 112.151063
  2284. L 358.244924 111.80702
  2285. L 358.913325 111.074867
  2286. L 359.581726 112.011262
  2287. L 360.250127 111.14814
  2288. L 360.918528 112.932669
  2289. L 361.586929 112.790698
  2290. L 362.25533 113.9322
  2291. L 362.923731 112.576302
  2292. L 363.592132 113.059377
  2293. L 364.260533 114.857314
  2294. L 364.928934 114.921911
  2295. L 365.597335 114.590864
  2296. L 366.265736 112.065386
  2297. L 366.934137 112.388784
  2298. L 367.602539 110.547112
  2299. L 368.27094 111.615163
  2300. L 368.939341 113.409905
  2301. L 369.607742 114.221938
  2302. L 370.944544 113.195767
  2303. L 371.612945 112.378905
  2304. L 372.281346 111.330117
  2305. L 372.281346 111.330117
  2306. " style="fill:none;stroke:#38a9c5;stroke-linecap:round;stroke-width:0.8;"/>
  2307. </g>
  2308. <g id="text_10">
  2309. <g id="patch_12">
  2310. <path d="M 18.697188 108.96222
  2311. L 46.430938 108.96222
  2312. Q 48.830938 108.96222 48.830938 106.56222
  2313. L 48.830938 98.81972
  2314. Q 48.830938 96.41972 46.430938 96.41972
  2315. L 18.697188 96.41972
  2316. Q 16.297188 96.41972 16.297188 98.81972
  2317. L 16.297188 106.56222
  2318. Q 16.297188 108.96222 18.697188 108.96222
  2319. z
  2320. " style="fill:#ffffff;opacity:0.8;"/>
  2321. </g>
  2322. <!-- DVARS -->
  2323. <defs>
  2324. <path d="M 19.671875 64.796875
  2325. L 19.671875 8.109375
  2326. L 31.59375 8.109375
  2327. Q 46.6875 8.109375 53.6875 14.9375
  2328. Q 60.6875 21.78125 60.6875 36.53125
  2329. Q 60.6875 51.171875 53.6875 57.984375
  2330. Q 46.6875 64.796875 31.59375 64.796875
  2331. z
  2332. M 9.8125 72.90625
  2333. L 30.078125 72.90625
  2334. Q 51.265625 72.90625 61.171875 64.09375
  2335. Q 71.09375 55.28125 71.09375 36.53125
  2336. Q 71.09375 17.671875 61.125 8.828125
  2337. Q 51.171875 0 30.078125 0
  2338. L 9.8125 0
  2339. z
  2340. " id="DejaVuSans-44"/>
  2341. <path d="M 28.609375 0
  2342. L 0.78125 72.90625
  2343. L 11.078125 72.90625
  2344. L 34.1875 11.53125
  2345. L 57.328125 72.90625
  2346. L 67.578125 72.90625
  2347. L 39.796875 0
  2348. z
  2349. " id="DejaVuSans-56"/>
  2350. <path d="M 34.1875 63.1875
  2351. L 20.796875 26.90625
  2352. L 47.609375 26.90625
  2353. z
  2354. M 28.609375 72.90625
  2355. L 39.796875 72.90625
  2356. L 67.578125 0
  2357. L 57.328125 0
  2358. L 50.6875 18.703125
  2359. L 17.828125 18.703125
  2360. L 11.1875 0
  2361. L 0.78125 0
  2362. z
  2363. " id="DejaVuSans-41"/>
  2364. <path d="M 44.390625 34.1875
  2365. Q 47.5625 33.109375 50.5625 29.59375
  2366. Q 53.5625 26.078125 56.59375 19.921875
  2367. L 66.609375 0
  2368. L 56 0
  2369. L 46.6875 18.703125
  2370. Q 43.0625 26.03125 39.671875 28.421875
  2371. Q 36.28125 30.8125 30.421875 30.8125
  2372. L 19.671875 30.8125
  2373. L 19.671875 0
  2374. L 9.8125 0
  2375. L 9.8125 72.90625
  2376. L 32.078125 72.90625
  2377. Q 44.578125 72.90625 50.734375 67.671875
  2378. Q 56.890625 62.453125 56.890625 51.90625
  2379. Q 56.890625 45.015625 53.6875 40.46875
  2380. Q 50.484375 35.9375 44.390625 34.1875
  2381. z
  2382. M 19.671875 64.796875
  2383. L 19.671875 38.921875
  2384. L 32.078125 38.921875
  2385. Q 39.203125 38.921875 42.84375 42.21875
  2386. Q 46.484375 45.515625 46.484375 51.90625
  2387. Q 46.484375 58.296875 42.84375 61.546875
  2388. Q 39.203125 64.796875 32.078125 64.796875
  2389. z
  2390. " id="DejaVuSans-52"/>
  2391. </defs>
  2392. <g style="fill:#38a9c5;" transform="translate(18.697188 104.89847)scale(0.08 -0.08)">
  2393. <use xlink:href="#DejaVuSans-44"/>
  2394. <use x="76.986328" xlink:href="#DejaVuSans-56"/>
  2395. <use x="145.300781" xlink:href="#DejaVuSans-41"/>
  2396. <use x="213.708984" xlink:href="#DejaVuSans-52"/>
  2397. <use x="283.191406" xlink:href="#DejaVuSans-53"/>
  2398. </g>
  2399. </g>
  2400. <g id="text_11">
  2401. <g id="patch_13">
  2402. <path d="M 290.289663 105.826595
  2403. L 365.209663 105.826595
  2404. Q 366.409663 105.826595 366.409663 104.626595
  2405. L 366.409663 100.755345
  2406. Q 366.409663 99.555345 365.209663 99.555345
  2407. L 290.289663 99.555345
  2408. Q 289.089663 99.555345 289.089663 100.755345
  2409. L 289.089663 104.626595
  2410. Q 289.089663 105.826595 290.289663 105.826595
  2411. z
  2412. " style="fill:#ffffff;opacity:0.8;"/>
  2413. </g>
  2414. <!-- max: 1.951 $\bullet$ mean: 1.300 $\bullet$ $\sigma$: 0.077 -->
  2415. <g style="fill:#38a9c5;" transform="translate(290.289663 103.79472)scale(0.04 -0.04)">
  2416. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  2417. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  2418. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  2419. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2420. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  2421. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-31"/>
  2422. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2423. <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-39"/>
  2424. <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-35"/>
  2425. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-31"/>
  2426. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
  2427. <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
  2428. <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
  2429. <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
  2430. <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
  2431. <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
  2432. <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
  2433. <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2434. <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
  2435. <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-31"/>
  2436. <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2437. <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-33"/>
  2438. <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-30"/>
  2439. <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-30"/>
  2440. <use transform="translate(1331.152344 0.78125)" xlink:href="#DejaVuSans-20"/>
  2441. <use transform="translate(1362.939453 0.78125)" xlink:href="#DejaVuSans-2219"/>
  2442. <use transform="translate(1425.537109 0.78125)" xlink:href="#DejaVuSans-20"/>
  2443. <use transform="translate(1457.324219 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  2444. <use transform="translate(1520.703125 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2445. <use transform="translate(1554.394531 0.78125)" xlink:href="#DejaVuSans-20"/>
  2446. <use transform="translate(1586.181641 0.78125)" xlink:href="#DejaVuSans-30"/>
  2447. <use transform="translate(1649.804688 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2448. <use transform="translate(1681.591797 0.78125)" xlink:href="#DejaVuSans-30"/>
  2449. <use transform="translate(1745.214844 0.78125)" xlink:href="#DejaVuSans-37"/>
  2450. <use transform="translate(1808.822266 0.78125)" xlink:href="#DejaVuSans-37"/>
  2451. </g>
  2452. </g>
  2453. <g id="text_12">
  2454. <!-- 1.43 -->
  2455. <g style="fill:#d3d3d3;" transform="translate(11.0175 110.034186)scale(0.03 -0.03)">
  2456. <use xlink:href="#DejaVuSans-31"/>
  2457. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  2458. <use x="95.410156" xlink:href="#DejaVuSans-34"/>
  2459. <use x="159.033203" xlink:href="#DejaVuSans-33"/>
  2460. </g>
  2461. </g>
  2462. </g>
  2463. <g id="axes_5">
  2464. <g id="patch_14">
  2465. <path d="M 18.697188 148.249344
  2466. L 372.281346 148.249344
  2467. L 372.281346 122.702592
  2468. L 18.697188 122.702592
  2469. z
  2470. " style="fill:#ffffff;"/>
  2471. </g>
  2472. <g id="matplotlib.axis_9">
  2473. <g id="xtick_21"/>
  2474. <g id="xtick_22"/>
  2475. <g id="xtick_23"/>
  2476. <g id="xtick_24"/>
  2477. <g id="xtick_25"/>
  2478. </g>
  2479. <g id="matplotlib.axis_10"/>
  2480. <g id="line2d_9">
  2481. <path clip-path="url(#peeb4b72de9)" d="M 18.697188 133.584605
  2482. L 372.281346 133.584605
  2483. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  2484. </g>
  2485. <g id="line2d_10">
  2486. <path clip-path="url(#peeb4b72de9)" d="M 19.365589 140.183562
  2487. L 20.03399 134.339004
  2488. L 20.702391 135.610766
  2489. L 21.370792 128.182131
  2490. L 22.039193 140.625507
  2491. L 22.707594 130.976311
  2492. L 23.375995 130.049334
  2493. L 24.044396 136.020056
  2494. L 24.712797 140.161481
  2495. L 25.381198 143.15018
  2496. L 26.049599 142.712906
  2497. L 26.718 138.412833
  2498. L 27.386401 137.568723
  2499. L 28.054802 132.318701
  2500. L 28.723203 132.951904
  2501. L 29.391604 134.983951
  2502. L 30.728407 143.37705
  2503. L 31.396808 141.352236
  2504. L 32.065209 136.880561
  2505. L 32.73361 136.059481
  2506. L 33.402011 134.746458
  2507. L 34.070412 138.107293
  2508. L 34.738813 135.836796
  2509. L 35.407214 134.449756
  2510. L 36.075615 134.834631
  2511. L 36.744016 137.379983
  2512. L 37.412417 133.398413
  2513. L 38.080818 138.37136
  2514. L 38.749219 137.774985
  2515. L 39.41762 141.855995
  2516. L 40.086021 142.363197
  2517. L 40.754422 143.503672
  2518. L 41.422823 144.03322
  2519. L 42.091224 143.660577
  2520. L 42.759626 145.225474
  2521. L 43.428027 145.462656
  2522. L 44.096428 142.007183
  2523. L 44.764829 141.509308
  2524. L 45.43323 142.744238
  2525. L 46.101631 140.750445
  2526. L 46.770032 141.592945
  2527. L 47.438433 142.957342
  2528. L 48.106834 141.42967
  2529. L 48.775235 137.503242
  2530. L 49.443636 136.722915
  2531. L 50.112037 136.620552
  2532. L 50.780438 138.795396
  2533. L 51.448839 139.553441
  2534. L 52.11724 139.210208
  2535. L 52.785641 140.558566
  2536. L 53.454042 139.981964
  2537. L 54.122443 137.890781
  2538. L 54.790845 141.204855
  2539. L 55.459246 141.026022
  2540. L 56.127647 140.203718
  2541. L 56.796048 139.576138
  2542. L 57.464449 140.075117
  2543. L 58.801251 138.746701
  2544. L 59.469652 141.395783
  2545. L 60.138053 145.292558
  2546. L 60.806454 144.457967
  2547. L 61.474855 138.415466
  2548. L 62.143256 134.183213
  2549. L 62.811657 136.372067
  2550. L 63.480058 143.726892
  2551. L 64.148459 141.680288
  2552. L 64.81686 137.976472
  2553. L 66.153662 136.512387
  2554. L 66.822064 134.515144
  2555. L 67.490465 138.301483
  2556. L 68.158866 138.65389
  2557. L 68.827267 137.521484
  2558. L 70.164069 143.550133
  2559. L 71.500871 145.844987
  2560. L 72.169272 144.112218
  2561. L 72.837673 144.267706
  2562. L 73.506074 143.633015
  2563. L 74.174475 144.315134
  2564. L 74.842876 143.274329
  2565. L 75.511277 142.720853
  2566. L 76.179678 144.428741
  2567. L 76.848079 143.54118
  2568. L 77.51648 143.236083
  2569. L 78.184881 141.864891
  2570. L 78.853283 140.964211
  2571. L 79.521684 139.767026
  2572. L 80.190085 140.849232
  2573. L 80.858486 139.758532
  2574. L 82.195288 135.383394
  2575. L 82.863689 137.367603
  2576. L 83.53209 141.261309
  2577. L 84.200491 139.441902
  2578. L 84.868892 141.173615
  2579. L 85.537293 141.611176
  2580. L 86.205694 143.97803
  2581. L 86.874095 143.715671
  2582. L 87.542496 141.459235
  2583. L 88.210897 137.210978
  2584. L 88.879298 136.53937
  2585. L 89.547699 138.790926
  2586. L 90.2161 143.383517
  2587. L 90.884502 143.596327
  2588. L 92.221304 144.971335
  2589. L 92.889705 142.898354
  2590. L 93.558106 143.535305
  2591. L 94.226507 143.468173
  2592. L 95.563309 140.526628
  2593. L 96.23171 140.651855
  2594. L 97.568512 135.737698
  2595. L 98.905314 138.38008
  2596. L 99.573715 136.517193
  2597. L 100.242116 136.239882
  2598. L 100.910517 137.920227
  2599. L 101.578918 139.075983
  2600. L 102.247319 136.613392
  2601. L 102.915721 136.57967
  2602. L 104.252523 144.099603
  2603. L 104.920924 143.611206
  2604. L 105.589325 143.399983
  2605. L 106.257726 142.624889
  2606. L 106.926127 138.245258
  2607. L 107.594528 136.800793
  2608. L 108.262929 138.368179
  2609. L 108.93133 138.072823
  2610. L 109.599731 136.097409
  2611. L 110.268132 139.020377
  2612. L 110.936533 143.978407
  2613. L 111.604934 144.133332
  2614. L 112.273335 144.036498
  2615. L 112.941736 141.274208
  2616. L 113.610137 136.897898
  2617. L 114.278538 136.245974
  2618. L 114.94694 138.507624
  2619. L 115.615341 138.513772
  2620. L 116.283742 135.418381
  2621. L 116.952143 134.182181
  2622. L 117.620544 138.888945
  2623. L 118.288945 141.904936
  2624. L 118.957346 142.084029
  2625. L 119.625747 143.559416
  2626. L 120.294148 141.836045
  2627. L 120.962549 137.563976
  2628. L 121.63095 138.363029
  2629. L 122.299351 141.196678
  2630. L 123.636153 136.067168
  2631. L 124.304554 137.053502
  2632. L 124.972955 138.464993
  2633. L 125.641356 142.750362
  2634. L 126.309757 140.994418
  2635. L 126.978159 143.545813
  2636. L 127.64656 144.205052
  2637. L 128.983362 140.178474
  2638. L 129.651763 135.517065
  2639. L 130.320164 134.610016
  2640. L 131.656966 143.367899
  2641. L 132.325367 144.772314
  2642. L 132.993768 144.061512
  2643. L 133.662169 140.927624
  2644. L 134.33057 142.533238
  2645. L 134.998971 140.509982
  2646. L 135.667372 139.795237
  2647. L 136.335773 138.358136
  2648. L 137.004174 139.905163
  2649. L 137.672575 140.385963
  2650. L 138.340976 137.090901
  2651. L 139.009378 135.533265
  2652. L 139.677779 135.890279
  2653. L 140.34618 137.708138
  2654. L 141.014581 138.62096
  2655. L 141.682982 136.570439
  2656. L 142.351383 136.910454
  2657. L 143.019784 138.983271
  2658. L 144.356586 137.106661
  2659. L 145.024987 139.934414
  2660. L 145.693388 141.430498
  2661. L 147.03019 142.941691
  2662. L 147.698591 145.844953
  2663. L 148.366992 143.241242
  2664. L 149.035393 139.156814
  2665. L 149.703794 137.648773
  2666. L 150.372195 135.180931
  2667. L 151.040597 139.187516
  2668. L 151.708998 138.7775
  2669. L 152.377399 138.121437
  2670. L 153.0458 135.103508
  2671. L 153.714201 133.098813
  2672. L 154.382602 135.864414
  2673. L 155.051003 137.594167
  2674. L 155.719404 141.432301
  2675. L 156.387805 141.552157
  2676. L 157.056206 143.495289
  2677. L 157.724607 142.709631
  2678. L 158.393008 139.51642
  2679. L 159.061409 138.595609
  2680. L 159.72981 137.039916
  2681. L 160.398211 136.006391
  2682. L 161.066612 141.302892
  2683. L 161.735013 144.161745
  2684. L 162.403414 141.909595
  2685. L 163.071816 140.500353
  2686. L 163.740217 133.942408
  2687. L 164.408618 137.050967
  2688. L 165.077019 141.983683
  2689. L 165.74542 143.276467
  2690. L 166.413821 140.755329
  2691. L 167.082222 137.462922
  2692. L 167.750623 136.862013
  2693. L 168.419024 139.652092
  2694. L 169.087425 136.437602
  2695. L 169.755826 136.283361
  2696. L 170.424227 135.978768
  2697. L 171.092628 138.130819
  2698. L 171.761029 138.49324
  2699. L 172.42943 140.802466
  2700. L 173.097831 143.673029
  2701. L 173.766232 142.605528
  2702. L 174.434633 143.609072
  2703. L 175.103035 140.849487
  2704. L 175.771436 136.201973
  2705. L 177.108238 139.368062
  2706. L 177.776639 138.097084
  2707. L 178.44504 133.879174
  2708. L 179.113441 135.463845
  2709. L 179.781842 141.72756
  2710. L 180.450243 143.589612
  2711. L 181.118644 143.23955
  2712. L 181.787045 135.985097
  2713. L 182.455446 135.320286
  2714. L 183.792248 137.149944
  2715. L 184.460649 137.587924
  2716. L 185.12905 139.868488
  2717. L 185.797451 144.272668
  2718. L 186.465852 140.917276
  2719. L 187.134254 139.796369
  2720. L 187.802655 137.27613
  2721. L 188.471056 135.678323
  2722. L 189.139457 135.952249
  2723. L 189.807858 137.265729
  2724. L 190.476259 139.051186
  2725. L 191.14466 137.973758
  2726. L 191.813061 142.289685
  2727. L 192.481462 143.681614
  2728. L 193.149863 143.885051
  2729. L 193.818264 143.373828
  2730. L 195.155066 140.174267
  2731. L 195.823467 137.207128
  2732. L 196.491868 137.57906
  2733. L 197.160269 138.088285
  2734. L 197.82867 138.758073
  2735. L 198.497071 136.066493
  2736. L 199.165473 133.8504
  2737. L 199.833874 135.967319
  2738. L 200.502275 139.536829
  2739. L 201.170676 132.190704
  2740. L 201.839077 141.93245
  2741. L 202.507478 124.880923
  2742. L 203.175879 139.976482
  2743. L 203.84428 136.176418
  2744. L 204.512681 142.475833
  2745. L 205.181082 142.123998
  2746. L 205.849483 137.824132
  2747. L 206.517884 136.242795
  2748. L 207.186285 142.507101
  2749. L 208.523087 143.619058
  2750. L 209.191488 138.665682
  2751. L 209.859889 139.52288
  2752. L 210.52829 140.052047
  2753. L 211.196692 138.075237
  2754. L 211.865093 126.894656
  2755. L 213.201895 141.615443
  2756. L 213.870296 140.881892
  2757. L 214.538697 139.837791
  2758. L 215.207098 137.473559
  2759. L 215.875499 136.561325
  2760. L 216.5439 138.475277
  2761. L 217.212301 137.640052
  2762. L 217.880702 138.67257
  2763. L 218.549103 142.706874
  2764. L 219.217504 144.747215
  2765. L 221.222707 135.779542
  2766. L 221.891108 133.857828
  2767. L 222.559509 138.945101
  2768. L 223.227911 142.391251
  2769. L 223.896312 141.7381
  2770. L 224.564713 143.980305
  2771. L 225.901515 140.434943
  2772. L 226.569916 138.923256
  2773. L 227.238317 135.369126
  2774. L 227.906718 134.20266
  2775. L 229.24352 139.313316
  2776. L 229.911921 143.92134
  2777. L 230.580322 143.928732
  2778. L 231.248723 143.779694
  2779. L 231.917124 143.512138
  2780. L 232.585525 141.185198
  2781. L 233.253926 136.7554
  2782. L 233.922327 134.906528
  2783. L 234.590728 138.386019
  2784. L 235.927531 135.245478
  2785. L 236.595932 136.436239
  2786. L 237.264333 135.631473
  2787. L 237.932734 137.925361
  2788. L 238.601135 142.20479
  2789. L 239.269536 145.374872
  2790. L 239.937937 143.163796
  2791. L 240.606338 139.65577
  2792. L 241.274739 136.921022
  2793. L 241.94314 140.143502
  2794. L 242.611541 138.125045
  2795. L 243.279942 137.012109
  2796. L 243.948343 138.246094
  2797. L 244.616744 143.860742
  2798. L 245.285145 140.457482
  2799. L 245.953546 137.964574
  2800. L 246.621947 134.154953
  2801. L 247.290349 134.564532
  2802. L 247.95875 140.356344
  2803. L 248.627151 142.256104
  2804. L 249.295552 139.375811
  2805. L 249.963953 134.67955
  2806. L 250.632354 137.09639
  2807. L 251.300755 143.0168
  2808. L 251.969156 139.150998
  2809. L 252.637557 137.680287
  2810. L 253.305958 133.43922
  2811. L 253.974359 133.234062
  2812. L 254.64276 139.202457
  2813. L 255.311161 141.393497
  2814. L 255.979562 140.960019
  2815. L 256.647963 142.955413
  2816. L 257.984765 137.285074
  2817. L 258.653166 137.401614
  2818. L 259.321568 135.28817
  2819. L 259.989969 134.337507
  2820. L 260.65837 141.95825
  2821. L 261.326771 143.537995
  2822. L 261.995172 138.085762
  2823. L 262.663573 137.061482
  2824. L 263.331974 135.816343
  2825. L 264.000375 135.4714
  2826. L 264.668776 137.927774
  2827. L 265.337177 136.337651
  2828. L 266.673979 139.843954
  2829. L 267.34238 143.022186
  2830. L 268.010781 143.67467
  2831. L 269.347583 142.28637
  2832. L 270.015984 138.677693
  2833. L 270.684385 136.746741
  2834. L 271.352787 132.088698
  2835. L 272.021188 134.480629
  2836. L 272.689589 135.476173
  2837. L 273.35799 133.200271
  2838. L 274.026391 138.418869
  2839. L 274.694792 140.982111
  2840. L 275.363193 140.402691
  2841. L 276.031594 135.794896
  2842. L 276.699995 133.098886
  2843. L 277.368396 134.983352
  2844. L 278.036797 141.919399
  2845. L 278.705198 139.133959
  2846. L 279.373599 139.11542
  2847. L 280.042 137.855139
  2848. L 280.710401 134.367958
  2849. L 281.378802 134.625398
  2850. L 282.047203 140.929815
  2851. L 282.715604 144.084931
  2852. L 283.384006 141.910048
  2853. L 285.389209 134.083152
  2854. L 286.05761 129.487764
  2855. L 286.726011 133.549693
  2856. L 287.394412 133.942439
  2857. L 288.062813 142.115192
  2858. L 288.731214 138.78173
  2859. L 289.399615 137.204166
  2860. L 290.068016 128.033789
  2861. L 291.404818 140.311722
  2862. L 292.073219 134.368681
  2863. L 292.74162 137.424591
  2864. L 293.410021 137.782392
  2865. L 294.078422 142.332777
  2866. L 294.746823 142.476908
  2867. L 295.415225 136.422663
  2868. L 296.752027 137.894894
  2869. L 297.420428 141.666264
  2870. L 298.088829 139.463943
  2871. L 299.425631 143.698883
  2872. L 300.094032 143.011251
  2873. L 301.430834 139.629498
  2874. L 302.099235 138.007977
  2875. L 302.767636 133.873788
  2876. L 303.436037 133.636973
  2877. L 304.104438 136.34061
  2878. L 304.772839 141.595655
  2879. L 305.44124 143.739349
  2880. L 306.109641 141.183544
  2881. L 306.778042 135.069609
  2882. L 307.446444 134.955501
  2883. L 308.114845 136.706982
  2884. L 308.783246 135.340661
  2885. L 309.451647 137.485311
  2886. L 310.120048 142.731028
  2887. L 310.788449 137.407818
  2888. L 311.45685 138.988193
  2889. L 312.125251 135.703101
  2890. L 312.793652 129.22461
  2891. L 313.462053 142.996428
  2892. L 314.798855 138.793203
  2893. L 315.467256 128.751457
  2894. L 316.135657 131.038447
  2895. L 316.804058 139.8445
  2896. L 317.472459 144.230029
  2897. L 318.14086 142.774148
  2898. L 318.809261 138.239009
  2899. L 319.477663 136.187042
  2900. L 320.146064 136.310337
  2901. L 320.814465 134.658183
  2902. L 321.482866 137.240474
  2903. L 322.151267 128.1915
  2904. L 322.819668 129.342966
  2905. L 323.488069 140.526085
  2906. L 324.15647 138.970268
  2907. L 324.824871 139.508754
  2908. L 325.493272 135.549856
  2909. L 326.161673 139.277852
  2910. L 327.498475 143.869954
  2911. L 328.166876 130.427067
  2912. L 329.503678 140.142133
  2913. L 330.172079 137.60877
  2914. L 330.84048 135.665553
  2915. L 331.508882 138.187483
  2916. L 332.177283 139.80372
  2917. L 332.845684 141.785123
  2918. L 334.182486 143.499661
  2919. L 334.850887 143.296432
  2920. L 336.187689 135.355463
  2921. L 336.85609 136.100548
  2922. L 337.524491 138.838023
  2923. L 338.192892 144.569036
  2924. L 338.861293 143.234026
  2925. L 339.529694 138.036478
  2926. L 340.198095 134.72306
  2927. L 340.866496 137.044034
  2928. L 341.534897 142.747989
  2929. L 342.203298 144.250508
  2930. L 342.871699 138.63479
  2931. L 343.540101 135.753179
  2932. L 344.208502 137.006489
  2933. L 344.876903 141.978671
  2934. L 345.545304 143.043037
  2935. L 346.213705 137.492692
  2936. L 346.882106 135.637388
  2937. L 347.550507 130.173333
  2938. L 348.218908 137.811765
  2939. L 348.887309 138.384804
  2940. L 349.55571 136.237409
  2941. L 350.224111 137.095035
  2942. L 350.892512 137.130789
  2943. L 351.560913 139.197083
  2944. L 352.229314 138.675028
  2945. L 352.897715 136.460889
  2946. L 354.234517 142.690609
  2947. L 354.902918 141.416672
  2948. L 355.57132 140.650373
  2949. L 356.239721 137.257328
  2950. L 356.908122 135.058786
  2951. L 358.244924 144.986035
  2952. L 358.913325 131.809664
  2953. L 359.581726 133.428536
  2954. L 360.250127 135.798347
  2955. L 360.918528 136.900042
  2956. L 361.586929 139.076781
  2957. L 362.25533 143.203496
  2958. L 362.923731 141.122525
  2959. L 363.592132 136.662469
  2960. L 364.260533 137.181079
  2961. L 364.928934 141.862351
  2962. L 365.597335 143.369877
  2963. L 366.265736 141.961133
  2964. L 366.934137 137.83758
  2965. L 367.602539 138.88437
  2966. L 368.939341 142.212118
  2967. L 369.607742 141.654213
  2968. L 370.276143 143.983546
  2969. L 370.944544 139.445178
  2970. L 371.612945 137.85677
  2971. L 372.281346 138.045449
  2972. L 372.281346 138.045449
  2973. " style="fill:none;stroke:#cc7af4;stroke-linecap:round;stroke-width:0.8;"/>
  2974. </g>
  2975. <g id="text_13">
  2976. <g id="patch_15">
  2977. <path d="M 18.697188 136.637868
  2978. L 29.458438 136.637868
  2979. Q 31.858438 136.637868 31.858438 134.237868
  2980. L 31.858438 126.495368
  2981. Q 31.858438 124.095368 29.458438 124.095368
  2982. L 18.697188 124.095368
  2983. Q 16.297188 124.095368 16.297188 126.495368
  2984. L 16.297188 134.237868
  2985. Q 16.297188 136.637868 18.697188 136.637868
  2986. z
  2987. " style="fill:#ffffff;opacity:0.8;"/>
  2988. </g>
  2989. <!-- FD -->
  2990. <g style="fill:#cc7af4;" transform="translate(18.697188 132.574118)scale(0.08 -0.08)">
  2991. <use xlink:href="#DejaVuSans-46"/>
  2992. <use x="57.519531" xlink:href="#DejaVuSans-44"/>
  2993. </g>
  2994. </g>
  2995. <g id="text_14">
  2996. <g id="patch_16">
  2997. <path d="M 290.289663 133.502243
  2998. L 365.209663 133.502243
  2999. Q 366.409663 133.502243 366.409663 132.302243
  3000. L 366.409663 128.430993
  3001. Q 366.409663 127.230993 365.209663 127.230993
  3002. L 290.289663 127.230993
  3003. Q 289.089663 127.230993 289.089663 128.430993
  3004. L 289.089663 132.302243
  3005. Q 289.089663 133.502243 290.289663 133.502243
  3006. z
  3007. " style="fill:#ffffff;opacity:0.8;"/>
  3008. </g>
  3009. <!-- max: 0.385 $\bullet$ mean: 0.135 $\bullet$ $\sigma$: 0.062 -->
  3010. <g style="fill:#cc7af4;" transform="translate(290.289663 131.470368)scale(0.04 -0.04)">
  3011. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  3012. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  3013. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  3014. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  3015. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  3016. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-30"/>
  3017. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
  3018. <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-33"/>
  3019. <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-38"/>
  3020. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-35"/>
  3021. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
  3022. <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
  3023. <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
  3024. <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
  3025. <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
  3026. <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
  3027. <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
  3028. <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
  3029. <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
  3030. <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-30"/>
  3031. <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
  3032. <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-31"/>
  3033. <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-33"/>
  3034. <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-35"/>
  3035. <use transform="translate(1331.152344 0.78125)" xlink:href="#DejaVuSans-20"/>
  3036. <use transform="translate(1362.939453 0.78125)" xlink:href="#DejaVuSans-2219"/>
  3037. <use transform="translate(1425.537109 0.78125)" xlink:href="#DejaVuSans-20"/>
  3038. <use transform="translate(1457.324219 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  3039. <use transform="translate(1520.703125 0.78125)" xlink:href="#DejaVuSans-3a"/>
  3040. <use transform="translate(1554.394531 0.78125)" xlink:href="#DejaVuSans-20"/>
  3041. <use transform="translate(1586.181641 0.78125)" xlink:href="#DejaVuSans-30"/>
  3042. <use transform="translate(1649.804688 0.78125)" xlink:href="#DejaVuSans-2e"/>
  3043. <use transform="translate(1681.591797 0.78125)" xlink:href="#DejaVuSans-30"/>
  3044. <use transform="translate(1745.214844 0.78125)" xlink:href="#DejaVuSans-36"/>
  3045. <use transform="translate(1808.837891 0.78125)" xlink:href="#DejaVuSans-32"/>
  3046. </g>
  3047. </g>
  3048. <g id="text_15">
  3049. <!-- 0.23 -->
  3050. <g style="fill:#d3d3d3;" transform="translate(11.0175 134.412418)scale(0.03 -0.03)">
  3051. <use xlink:href="#DejaVuSans-30"/>
  3052. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  3053. <use x="95.410156" xlink:href="#DejaVuSans-32"/>
  3054. <use x="159.033203" xlink:href="#DejaVuSans-33"/>
  3055. </g>
  3056. </g>
  3057. </g>
  3058. <g id="axes_6">
  3059. <g id="patch_17">
  3060. <path d="M 15.161346 278.112
  3061. L 18.697188 278.112
  3062. L 18.697188 150.37824
  3063. L 15.161346 150.37824
  3064. z
  3065. " style="fill:#ffffff;"/>
  3066. </g>
  3067. <g clip-path="url(#p4bdd7c41c0)">
  3068. <image height="947" id="imageb33c595921" transform="matrix(4 0 0 0.135164 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
  3069. iVBORw0KGgoAAAANSUhEUgAAAAEAAAOzCAYAAAB5/2xqAAAABHNCSVQICAgIfAhkiAAAAEVJREFUWIXt17ENgDAQwEDrq0xBRJU0WYhFshizULMJrPF6ubnaren7/gJARERERKQgb7syZADEOo8MGXnhGdM7EREpyA+pbQ1+Uj8WRQAAAABJRU5ErkJggg=="/>
  3070. </g>
  3071. <g id="matplotlib.axis_11"/>
  3072. <g id="matplotlib.axis_12"/>
  3073. </g>
  3074. <g id="axes_7">
  3075. <g id="patch_18">
  3076. <path d="M 18.697188 278.112
  3077. L 372.281346 278.112
  3078. L 372.281346 150.37824
  3079. L 18.697188 150.37824
  3080. z
  3081. " style="fill:#ffffff;"/>
  3082. </g>
  3083. <g clip-path="url(#p35a207c5f5)">
  3084. <image height="128.16" id="imageb668e644ae" transform="scale(1 -1)translate(0 -128.16)" width="354.24" x="18.697188" xlink:href="data:image/png;base64,
  3085. 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" y="-149.952"/>
  3086. </g>
  3087. <g id="matplotlib.axis_13">
  3088. <g id="xtick_26">
  3089. <g id="line2d_11">
  3090. <defs>
  3091. <path d="M 0 0
  3092. L 0 4.8
  3093. " id="mdb260b0c10" style="stroke:#262626;"/>
  3094. </defs>
  3095. <g>
  3096. <use style="fill:#262626;stroke:#262626;" x="19.030757" xlink:href="#mdb260b0c10" y="278.112"/>
  3097. </g>
  3098. </g>
  3099. <g id="text_16">
  3100. <!-- 0.00 -->
  3101. <g style="fill:#262626;" transform="translate(13.464351 290.211219)scale(0.05 -0.05)">
  3102. <use xlink:href="#DejaVuSans-30"/>
  3103. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  3104. <use x="95.410156" xlink:href="#DejaVuSans-30"/>
  3105. <use x="159.033203" xlink:href="#DejaVuSans-30"/>
  3106. </g>
  3107. </g>
  3108. </g>
  3109. <g id="xtick_27">
  3110. <g id="line2d_12">
  3111. <g>
  3112. <use style="fill:#262626;stroke:#262626;" x="89.747589" xlink:href="#mdb260b0c10" y="278.112"/>
  3113. </g>
  3114. </g>
  3115. <g id="text_17">
  3116. <!-- 106.00 -->
  3117. <g style="fill:#262626;" transform="translate(80.999933 290.211219)scale(0.05 -0.05)">
  3118. <use xlink:href="#DejaVuSans-31"/>
  3119. <use x="63.623047" xlink:href="#DejaVuSans-30"/>
  3120. <use x="127.246094" xlink:href="#DejaVuSans-36"/>
  3121. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  3122. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  3123. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  3124. </g>
  3125. </g>
  3126. </g>
  3127. <g id="xtick_28">
  3128. <g id="line2d_13">
  3129. <g>
  3130. <use style="fill:#262626;stroke:#262626;" x="160.464421" xlink:href="#mdb260b0c10" y="278.112"/>
  3131. </g>
  3132. </g>
  3133. <g id="text_18">
  3134. <!-- 212.00 -->
  3135. <g style="fill:#262626;" transform="translate(151.716765 290.211219)scale(0.05 -0.05)">
  3136. <use xlink:href="#DejaVuSans-32"/>
  3137. <use x="63.623047" xlink:href="#DejaVuSans-31"/>
  3138. <use x="127.246094" xlink:href="#DejaVuSans-32"/>
  3139. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  3140. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  3141. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  3142. </g>
  3143. </g>
  3144. </g>
  3145. <g id="xtick_29">
  3146. <g id="line2d_14">
  3147. <g>
  3148. <use style="fill:#262626;stroke:#262626;" x="231.181253" xlink:href="#mdb260b0c10" y="278.112"/>
  3149. </g>
  3150. </g>
  3151. <g id="text_19">
  3152. <!-- 318.00 -->
  3153. <g style="fill:#262626;" transform="translate(222.433596 290.211219)scale(0.05 -0.05)">
  3154. <use xlink:href="#DejaVuSans-33"/>
  3155. <use x="63.623047" xlink:href="#DejaVuSans-31"/>
  3156. <use x="127.246094" xlink:href="#DejaVuSans-38"/>
  3157. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  3158. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  3159. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  3160. </g>
  3161. </g>
  3162. </g>
  3163. <g id="xtick_30">
  3164. <g id="line2d_15">
  3165. <g>
  3166. <use style="fill:#262626;stroke:#262626;" x="301.898084" xlink:href="#mdb260b0c10" y="278.112"/>
  3167. </g>
  3168. </g>
  3169. <g id="text_20">
  3170. <!-- 424.00 -->
  3171. <g style="fill:#262626;" transform="translate(293.150428 290.211219)scale(0.05 -0.05)">
  3172. <use xlink:href="#DejaVuSans-34"/>
  3173. <use x="63.623047" xlink:href="#DejaVuSans-32"/>
  3174. <use x="127.246094" xlink:href="#DejaVuSans-34"/>
  3175. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  3176. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  3177. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  3178. </g>
  3179. </g>
  3180. </g>
  3181. <g id="text_21">
  3182. <!-- time (s) -->
  3183. <defs>
  3184. <path d="M 18.3125 70.21875
  3185. L 18.3125 54.6875
  3186. L 36.8125 54.6875
  3187. L 36.8125 47.703125
  3188. L 18.3125 47.703125
  3189. L 18.3125 18.015625
  3190. Q 18.3125 11.328125 20.140625 9.421875
  3191. Q 21.96875 7.515625 27.59375 7.515625
  3192. L 36.8125 7.515625
  3193. L 36.8125 0
  3194. L 27.59375 0
  3195. Q 17.1875 0 13.234375 3.875
  3196. Q 9.28125 7.765625 9.28125 18.015625
  3197. L 9.28125 47.703125
  3198. L 2.6875 47.703125
  3199. L 2.6875 54.6875
  3200. L 9.28125 54.6875
  3201. L 9.28125 70.21875
  3202. z
  3203. " id="DejaVuSans-74"/>
  3204. <path d="M 9.421875 54.6875
  3205. L 18.40625 54.6875
  3206. L 18.40625 0
  3207. L 9.421875 0
  3208. z
  3209. M 9.421875 75.984375
  3210. L 18.40625 75.984375
  3211. L 18.40625 64.59375
  3212. L 9.421875 64.59375
  3213. z
  3214. " id="DejaVuSans-69"/>
  3215. <path d="M 31 75.875
  3216. Q 24.46875 64.65625 21.28125 53.65625
  3217. Q 18.109375 42.671875 18.109375 31.390625
  3218. Q 18.109375 20.125 21.3125 9.0625
  3219. Q 24.515625 -2 31 -13.1875
  3220. L 23.1875 -13.1875
  3221. Q 15.875 -1.703125 12.234375 9.375
  3222. Q 8.59375 20.453125 8.59375 31.390625
  3223. Q 8.59375 42.28125 12.203125 53.3125
  3224. Q 15.828125 64.359375 23.1875 75.875
  3225. z
  3226. " id="DejaVuSans-28"/>
  3227. <path d="M 44.28125 53.078125
  3228. L 44.28125 44.578125
  3229. Q 40.484375 46.53125 36.375 47.5
  3230. Q 32.28125 48.484375 27.875 48.484375
  3231. Q 21.1875 48.484375 17.84375 46.4375
  3232. Q 14.5 44.390625 14.5 40.28125
  3233. Q 14.5 37.15625 16.890625 35.375
  3234. Q 19.28125 33.59375 26.515625 31.984375
  3235. L 29.59375 31.296875
  3236. Q 39.15625 29.25 43.1875 25.515625
  3237. Q 47.21875 21.78125 47.21875 15.09375
  3238. Q 47.21875 7.46875 41.1875 3.015625
  3239. Q 35.15625 -1.421875 24.609375 -1.421875
  3240. Q 20.21875 -1.421875 15.453125 -0.5625
  3241. Q 10.6875 0.296875 5.421875 2
  3242. L 5.421875 11.28125
  3243. Q 10.40625 8.6875 15.234375 7.390625
  3244. Q 20.0625 6.109375 24.8125 6.109375
  3245. Q 31.15625 6.109375 34.5625 8.28125
  3246. Q 37.984375 10.453125 37.984375 14.40625
  3247. Q 37.984375 18.0625 35.515625 20.015625
  3248. Q 33.0625 21.96875 24.703125 23.78125
  3249. L 21.578125 24.515625
  3250. Q 13.234375 26.265625 9.515625 29.90625
  3251. Q 5.8125 33.546875 5.8125 39.890625
  3252. Q 5.8125 47.609375 11.28125 51.796875
  3253. Q 16.75 56 26.8125 56
  3254. Q 31.78125 56 36.171875 55.265625
  3255. Q 40.578125 54.546875 44.28125 53.078125
  3256. z
  3257. " id="DejaVuSans-73"/>
  3258. <path d="M 8.015625 75.875
  3259. L 15.828125 75.875
  3260. Q 23.140625 64.359375 26.78125 53.3125
  3261. Q 30.421875 42.28125 30.421875 31.390625
  3262. Q 30.421875 20.453125 26.78125 9.375
  3263. Q 23.140625 -1.703125 15.828125 -13.1875
  3264. L 8.015625 -13.1875
  3265. Q 14.5 -2 17.703125 9.0625
  3266. Q 20.90625 20.125 20.90625 31.390625
  3267. Q 20.90625 42.671875 17.703125 53.65625
  3268. Q 14.5 64.65625 8.015625 75.875
  3269. z
  3270. " id="DejaVuSans-29"/>
  3271. </defs>
  3272. <g style="fill:#262626;" transform="translate(180.596667 301.086663)scale(0.0768 -0.0768)">
  3273. <use xlink:href="#DejaVuSans-74"/>
  3274. <use x="39.208984" xlink:href="#DejaVuSans-69"/>
  3275. <use x="66.992188" xlink:href="#DejaVuSans-6d"/>
  3276. <use x="164.404297" xlink:href="#DejaVuSans-65"/>
  3277. <use x="225.927734" xlink:href="#DejaVuSans-20"/>
  3278. <use x="257.714844" xlink:href="#DejaVuSans-28"/>
  3279. <use x="296.728516" xlink:href="#DejaVuSans-73"/>
  3280. <use x="348.828125" xlink:href="#DejaVuSans-29"/>
  3281. </g>
  3282. </g>
  3283. </g>
  3284. <g id="matplotlib.axis_14"/>
  3285. </g>
  3286. </g>
  3287. <defs>
  3288. <clipPath id="p451695c7c9">
  3289. <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
  3290. </clipPath>
  3291. <clipPath id="p62afecaece">
  3292. <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
  3293. </clipPath>
  3294. <clipPath id="pff5e1df49e">
  3295. <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
  3296. </clipPath>
  3297. <clipPath id="p85afdebec6">
  3298. <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
  3299. </clipPath>
  3300. <clipPath id="peeb4b72de9">
  3301. <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
  3302. </clipPath>
  3303. <clipPath id="p4bdd7c41c0">
  3304. <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
  3305. </clipPath>
  3306. <clipPath id="p35a207c5f5">
  3307. <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
  3308. </clipPath>
  3309. </defs>
  3310. </svg>