Scheduled service maintenance on November 22


On Friday, November 22, 2024, between 06:00 CET and 18:00 CET, GIN services will undergo planned maintenance. Extended service interruptions should be expected. We will try to keep downtimes to a minimum, but recommend that users avoid critical tasks, large data uploads, or DOI requests during this time.

We apologize for any inconvenience.

sub-tb3920_task-story3_carpetplot.svg 283 KB

1234567891011121314151617181920212223242526272829303132333435363738394041424344454647484950515253545556575859606162636465666768697071727374757677787980818283848586878889909192939495969798991001011021031041051061071081091101111121131141151161171181191201211221231241251261271281291301311321331341351361371381391401411421431441451461471481491501511521531541551561571581591601611621631641651661671681691701711721731741751761771781791801811821831841851861871881891901911921931941951961971981992002012022032042052062072082092102112122132142152162172182192202212222232242252262272282292302312322332342352362372382392402412422432442452462472482492502512522532542552562572582592602612622632642652662672682692702712722732742752762772782792802812822832842852862872882892902912922932942952962972982993003013023033043053063073083093103113123133143153163173183193203213223233243253263273283293303313323333343353363373383393403413423433443453463473483493503513523533543553563573583593603613623633643653663673683693703713723733743753763773783793803813823833843853863873883893903913923933943953963973983994004014024034044054064074084094104114124134144154164174184194204214224234244254264274284294304314324334344354364374384394404414424434444454464474484494504514524534544554564574584594604614624634644654664674684694704714724734744754764774784794804814824834844854864874884894904914924934944954964974984995005015025035045055065075085095105115125135145155165175185195205215225235245255265275285295305315325335345355365375385395405415425435445455465475485495505515525535545555565575585595605615625635645655665675685695705715725735745755765775785795805815825835845855865875885895905915925935945955965975985996006016026036046056066076086096106116126136146156166176186196206216226236246256266276286296306316326336346356366376386396406416426436446456466476486496506516526536546556566576586596606616626636646656666676686696706716726736746756766776786796806816826836846856866876886896906916926936946956966976986997007017027037047057067077087097107117127137147157167177187197207217227237247257267277287297307317327337347357367377387397407417427437447457467477487497507517527537547557567577587597607617627637647657667677687697707717727737747757767777787797807817827837847857867877887897907917927937947957967977987998008018028038048058068078088098108118128138148158168178188198208218228238248258268278288298308318328338348358368378388398408418428438448458468478488498508518528538548558568578588598608618628638648658668678688698708718728738748758768778788798808818828838848858868878888898908918928938948958968978988999009019029039049059069079089099109119129139149159169179189199209219229239249259269279289299309319329339349359369379389399409419429439449459469479489499509519529539549559569579589599609619629639649659669679689699709719729739749759769779789799809819829839849859869879889899909919929939949959969979989991000100110021003100410051006100710081009101010111012101310141015101610171018101910201021102210231024102510261027102810291030103110321033103410351036103710381039104010411042104310441045104610471048104910501051105210531054105510561057105810591060106110621063106410651066106710681069107010711072107310741075107610771078107910801081108210831084108510861087108810891090109110921093109410951096109710981099110011011102110311041105110611071108110911101111111211131114111511161117111811191120112111221123112411251126112711281129113011311132113311341135113611371138113911401141114211431144114511461147114811491150115111521153115411551156115711581159116011611162116311641165116611671168116911701171117211731174117511761177117811791180118111821183118411851186118711881189119011911192119311941195119611971198119912001201120212031204120512061207120812091210121112121213121412151216121712181219122012211222122312241225122612271228122912301231123212331234123512361237123812391240124112421243124412451246124712481249125012511252125312541255125612571258125912601261126212631264126512661267126812691270127112721273127412751276127712781279128012811282128312841285128612871288128912901291129212931294129512961297129812991300130113021303130413051306130713081309131013111312131313141315131613171318131913201321132213231324132513261327132813291330133113321333133413351336133713381339134013411342134313441345134613471348134913501351135213531354135513561357135813591360136113621363136413651366136713681369137013711372137313741375137613771378137913801381138213831384138513861387138813891390139113921393139413951396139713981399140014011402140314041405140614071408140914101411141214131414141514161417141814191420142114221423142414251426142714281429143014311432143314341435143614371438143914401441144214431444144514461447144814491450145114521453145414551456145714581459146014611462146314641465146614671468146914701471147214731474147514761477147814791480148114821483148414851486148714881489149014911492149314941495149614971498149915001501150215031504150515061507150815091510151115121513151415151516151715181519152015211522152315241525152615271528152915301531153215331534153515361537153815391540154115421543154415451546154715481549155015511552155315541555155615571558155915601561156215631564156515661567156815691570157115721573157415751576157715781579158015811582158315841585158615871588158915901591159215931594159515961597159815991600160116021603160416051606160716081609161016111612161316141615161616171618161916201621162216231624162516261627162816291630163116321633163416351636163716381639164016411642164316441645164616471648164916501651165216531654165516561657165816591660166116621663166416651666166716681669167016711672167316741675167616771678167916801681168216831684168516861687168816891690169116921693169416951696169716981699170017011702170317041705170617071708170917101711171217131714171517161717171817191720172117221723172417251726172717281729173017311732173317341735173617371738173917401741174217431744174517461747174817491750175117521753175417551756175717581759176017611762176317641765176617671768176917701771177217731774177517761777177817791780178117821783178417851786178717881789179017911792179317941795179617971798179918001801180218031804180518061807180818091810181118121813181418151816181718181819182018211822182318241825182618271828182918301831183218331834183518361837183818391840184118421843184418451846184718481849185018511852185318541855185618571858185918601861186218631864186518661867186818691870187118721873187418751876187718781879188018811882188318841885188618871888188918901891189218931894189518961897189818991900190119021903190419051906190719081909191019111912191319141915191619171918191919201921192219231924192519261927192819291930193119321933193419351936193719381939194019411942194319441945194619471948194919501951195219531954195519561957195819591960196119621963196419651966196719681969197019711972197319741975197619771978197919801981198219831984198519861987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023202420252026202720282029203020312032203320342035203620372038203920402041204220432044204520462047204820492050205120522053205420552056205720582059206020612062206320642065206620672068206920702071207220732074207520762077207820792080208120822083208420852086208720882089209020912092209320942095209620972098209921002101210221032104210521062107210821092110211121122113211421152116211721182119212021212122212321242125212621272128212921302131213221332134213521362137213821392140214121422143214421452146214721482149215021512152215321542155215621572158215921602161216221632164216521662167216821692170217121722173217421752176217721782179218021812182218321842185218621872188218921902191219221932194219521962197219821992200220122022203220422052206220722082209221022112212221322142215221622172218221922202221222222232224222522262227222822292230223122322233223422352236223722382239224022412242224322442245224622472248224922502251225222532254225522562257225822592260226122622263226422652266226722682269227022712272227322742275227622772278227922802281228222832284228522862287228822892290229122922293229422952296229722982299230023012302230323042305230623072308230923102311231223132314231523162317231823192320232123222323232423252326232723282329233023312332233323342335233623372338233923402341234223432344234523462347234823492350235123522353235423552356235723582359236023612362236323642365236623672368236923702371237223732374237523762377237823792380238123822383238423852386238723882389239023912392239323942395239623972398239924002401240224032404240524062407240824092410241124122413241424152416241724182419242024212422242324242425242624272428242924302431243224332434243524362437243824392440244124422443244424452446244724482449245024512452245324542455245624572458245924602461246224632464246524662467246824692470247124722473247424752476247724782479248024812482248324842485248624872488248924902491249224932494249524962497249824992500250125022503250425052506250725082509251025112512251325142515251625172518251925202521252225232524252525262527252825292530253125322533253425352536253725382539254025412542254325442545254625472548254925502551255225532554255525562557255825592560256125622563256425652566256725682569257025712572257325742575257625772578257925802581258225832584258525862587258825892590259125922593259425952596259725982599260026012602260326042605260626072608260926102611261226132614261526162617261826192620262126222623262426252626262726282629263026312632263326342635263626372638263926402641264226432644264526462647264826492650265126522653265426552656265726582659266026612662266326642665266626672668266926702671267226732674267526762677267826792680268126822683268426852686268726882689269026912692269326942695269626972698269927002701270227032704270527062707270827092710271127122713271427152716271727182719272027212722272327242725272627272728272927302731273227332734273527362737273827392740274127422743274427452746274727482749275027512752275327542755275627572758275927602761276227632764276527662767276827692770277127722773277427752776277727782779278027812782278327842785278627872788278927902791279227932794279527962797279827992800280128022803280428052806280728082809281028112812281328142815281628172818281928202821282228232824282528262827282828292830283128322833283428352836283728382839284028412842284328442845284628472848284928502851285228532854285528562857285828592860286128622863286428652866286728682869287028712872287328742875287628772878287928802881288228832884288528862887288828892890289128922893289428952896289728982899290029012902290329042905290629072908290929102911291229132914291529162917291829192920292129222923292429252926
  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 0 386.631483 309.883863" width="386.631483pt" 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 386.631483 309.883863
  15. L 386.631483 0
  16. L 0 0
  17. z
  18. " style="fill:#ffffff;"/>
  19. </g>
  20. <g id="axes_1">
  21. <g id="patch_2">
  22. <path d="M 18.697188 37.546752
  23. L 372.281346 37.546752
  24. L 372.281346 12
  25. L 18.697188 12
  26. z
  27. " style="fill:#ffffff;"/>
  28. </g>
  29. <g id="matplotlib.axis_1">
  30. <g id="xtick_1"/>
  31. <g id="xtick_2"/>
  32. <g id="xtick_3"/>
  33. <g id="xtick_4"/>
  34. <g id="xtick_5"/>
  35. <g id="xtick_6"/>
  36. </g>
  37. <g id="matplotlib.axis_2"/>
  38. <g id="line2d_1">
  39. <path clip-path="url(#pee30099875)" d="M 18.697188 23.1307
  40. L 372.281346 23.1307
  41. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  42. </g>
  43. <g id="line2d_2">
  44. <path clip-path="url(#pee30099875)" d="M 18.697188 23.43245
  45. L 19.765418 23.432329
  46. L 20.833648 23.70921
  47. L 21.901878 23.835778
  48. L 24.038338 23.641088
  49. L 25.106568 23.832764
  50. L 26.174798 23.798976
  51. L 27.243028 23.431295
  52. L 29.379488 23.535908
  53. L 30.447718 23.290226
  54. L 31.515949 23.366734
  55. L 32.584179 23.628607
  56. L 33.652409 23.302551
  57. L 35.788869 23.631208
  58. L 36.857099 23.324236
  59. L 38.993559 23.710021
  60. L 40.061789 23.478374
  61. L 42.198249 23.841386
  62. L 43.266479 23.598272
  63. L 45.40294 23.642014
  64. L 46.47117 23.23299
  65. L 47.5394 23.392027
  66. L 48.60763 23.667293
  67. L 49.67586 23.498647
  68. L 51.81232 24.01004
  69. L 52.88055 23.891115
  70. L 55.01701 24.080453
  71. L 57.153471 23.599016
  72. L 59.289931 23.638297
  73. L 60.358161 23.440336
  74. L 61.426391 23.896838
  75. L 62.494621 24.037434
  76. L 63.562851 23.953892
  77. L 65.699311 24.074938
  78. L 66.767541 23.750167
  79. L 68.904002 23.636351
  80. L 69.972232 23.267453
  81. L 72.108692 23.720035
  82. L 73.176922 23.700425
  83. L 75.313382 24.023947
  84. L 76.381612 23.752857
  85. L 77.449842 23.85676
  86. L 78.518072 23.793827
  87. L 79.586302 23.373552
  88. L 80.654532 23.426004
  89. L 81.722763 23.655366
  90. L 82.790993 23.555795
  91. L 83.859223 23.665699
  92. L 84.927453 24.434524
  93. L 85.995683 23.477394
  94. L 88.132143 23.776116
  95. L 89.200373 23.480138
  96. L 90.268603 23.650136
  97. L 91.336833 23.985591
  98. L 92.405063 23.80443
  99. L 94.541524 23.989666
  100. L 95.609754 23.662685
  101. L 96.677984 23.466974
  102. L 97.746214 23.52744
  103. L 98.814444 23.296976
  104. L 99.882674 23.487037
  105. L 100.950904 23.822695
  106. L 102.019134 23.673686
  107. L 104.155594 23.934734
  108. L 105.223824 23.748863
  109. L 106.292055 23.714981
  110. L 107.360285 23.91234
  111. L 108.428515 23.807781
  112. L 109.496745 23.93243
  113. L 111.633205 23.869531
  114. L 112.701435 23.628945
  115. L 114.837895 23.772568
  116. L 115.906125 23.605902
  117. L 118.042585 23.807018
  118. L 119.110816 23.581156
  119. L 120.179046 23.645122
  120. L 121.247276 23.874741
  121. L 122.315506 23.667712
  122. L 124.451966 23.697229
  123. L 125.520196 23.331386
  124. L 126.588426 23.302335
  125. L 127.656656 23.418354
  126. L 128.724886 23.257722
  127. L 130.861347 23.794679
  128. L 131.929577 23.635107
  129. L 134.066037 23.89917
  130. L 135.134267 23.558363
  131. L 139.407187 23.385689
  132. L 141.543647 23.859348
  133. L 142.611877 23.816715
  134. L 144.748338 24.11449
  135. L 145.816568 23.734915
  136. L 147.953028 23.614085
  137. L 149.021258 23.256411
  138. L 150.089488 23.371464
  139. L 151.157718 23.722982
  140. L 153.294178 23.726894
  141. L 154.362408 23.888466
  142. L 155.430638 23.810741
  143. L 156.498869 23.591393
  144. L 157.567099 23.586237
  145. L 158.635329 23.450033
  146. L 159.703559 23.139514
  147. L 160.771789 23.244369
  148. L 161.840019 23.602307
  149. L 162.908249 23.36989
  150. L 165.044709 23.936079
  151. L 166.112939 23.693323
  152. L 168.2494 23.636844
  153. L 169.31763 23.179423
  154. L 170.38586 23.111315
  155. L 171.45409 23.235375
  156. L 172.52232 23.120958
  157. L 174.65878 23.616768
  158. L 175.72701 23.53311
  159. L 177.86347 23.834737
  160. L 178.9317 23.461886
  161. L 181.068161 23.529988
  162. L 182.136391 23.199277
  163. L 183.204621 23.301254
  164. L 184.272851 23.544713
  165. L 185.341081 23.457696
  166. L 187.477541 23.803051
  167. L 189.614001 23.553004
  168. L 190.682231 23.616578
  169. L 192.818691 23.307511
  170. L 194.955152 23.585001
  171. L 196.023382 23.461568
  172. L 198.159842 23.579878
  173. L 199.228072 23.358071
  174. L 201.364532 23.58771
  175. L 202.432762 23.322033
  176. L 204.569222 23.616328
  177. L 205.637453 23.286151
  178. L 207.773913 23.55076
  179. L 208.842143 23.394359
  180. L 209.910373 23.432126
  181. L 210.978603 23.673044
  182. L 212.046833 23.715832
  183. L 213.115063 23.588406
  184. L 214.183293 23.674449
  185. L 215.251523 23.619477
  186. L 216.319753 23.28013
  187. L 218.456214 23.39917
  188. L 219.524444 23.176254
  189. L 221.660904 23.667199
  190. L 222.729134 23.387777
  191. L 224.865594 23.763608
  192. L 225.933824 23.417043
  193. L 227.002054 23.503864
  194. L 230.206744 23.300044
  195. L 232.343205 23.361814
  196. L 233.411435 23.634134
  197. L 234.479665 23.699114
  198. L 235.547895 23.423855
  199. L 237.684355 23.452047
  200. L 238.752585 23.155083
  201. L 239.820815 23.183559
  202. L 240.889045 23.331453
  203. L 241.957275 23.23622
  204. L 244.093736 23.585913
  205. L 245.161966 23.412388
  206. L 247.298426 23.72584
  207. L 248.366656 23.52048
  208. L 250.503116 23.614977
  209. L 251.571346 23.287577
  210. L 255.844267 23.315661
  211. L 256.912497 23.532819
  212. L 259.048957 23.462744
  213. L 260.117187 23.601962
  214. L 262.253647 23.288273
  215. L 263.321877 23.368173
  216. L 265.458337 23.239342
  217. L 266.526567 23.465907
  218. L 270.799488 23.372275
  219. L 271.867718 23.049186
  220. L 274.004178 23.169044
  221. L 275.072408 23.035962
  222. L 277.208868 23.464711
  223. L 279.345328 23.286313
  224. L 280.413559 23.23576
  225. L 281.481789 22.939316
  226. L 283.618249 23.159813
  227. L 284.686479 23.031779
  228. L 286.822939 23.446053
  229. L 287.891169 23.386946
  230. L 288.959399 23.530224
  231. L 290.027629 23.450628
  232. L 291.095859 23.245525
  233. L 292.164089 23.408191
  234. L 294.30055 23.254019
  235. L 296.43701 23.372653
  236. L 297.50524 23.279319
  237. L 298.57347 23.479307
  238. L 300.70993 23.219387
  239. L 301.77816 23.390061
  240. L 303.91462 23.258844
  241. L 304.982851 23.437992
  242. L 306.051081 23.478732
  243. L 307.119311 23.218779
  244. L 308.187541 23.42276
  245. L 309.255771 23.413996
  246. L 310.324001 23.180281
  247. L 312.460461 23.385155
  248. L 313.528691 23.149305
  249. L 315.665151 23.389811
  250. L 316.733381 23.139608
  251. L 317.801612 23.270859
  252. L 318.869842 23.277623
  253. L 319.938072 23.034651
  254. L 322.074532 23.53532
  255. L 323.142762 23.338359
  256. L 325.279222 23.535151
  257. L 326.347452 23.321459
  258. L 327.415682 23.285779
  259. L 328.483912 23.366977
  260. L 329.552142 23.163063
  261. L 330.620373 23.148123
  262. L 331.688603 23.445756
  263. L 332.756833 23.309072
  264. L 334.893293 23.364376
  265. L 335.961523 23.086224
  266. L 338.097983 23.246552
  267. L 339.166213 23.059194
  268. L 340.234443 23.070702
  269. L 341.302673 23.198094
  270. L 342.370904 23.051403
  271. L 343.439134 23.032502
  272. L 344.507364 23.235409
  273. L 346.643824 23.144697
  274. L 347.712054 23.490051
  275. L 348.780284 23.525575
  276. L 349.848514 23.337501
  277. L 350.916744 23.500269
  278. L 351.984974 23.521737
  279. L 353.053204 23.199263
  280. L 355.189665 23.268622
  281. L 356.257895 23.081764
  282. L 357.326125 23.125742
  283. L 358.394355 23.357523
  284. L 359.462585 23.414577
  285. L 360.530815 23.25287
  286. L 361.599045 23.478043
  287. L 362.667275 23.393
  288. L 363.735505 23.134756
  289. L 368.008426 23.268636
  290. L 369.076656 23.472205
  291. L 370.144886 23.272433
  292. L 371.213116 23.348867
  293. L 372.281346 23.280035
  294. L 372.281346 23.280035
  295. " style="fill:none;stroke:#f77189;stroke-linecap:round;stroke-width:0.8;"/>
  296. </g>
  297. <g id="text_1">
  298. <g id="patch_3">
  299. <path d="M 18.697188 25.935276
  300. L 29.974688 25.935276
  301. Q 32.374688 25.935276 32.374688 23.535276
  302. L 32.374688 15.792776
  303. Q 32.374688 13.392776 29.974688 13.392776
  304. L 18.697188 13.392776
  305. Q 16.297188 13.392776 16.297188 15.792776
  306. L 16.297188 23.535276
  307. Q 16.297188 25.935276 18.697188 25.935276
  308. z
  309. " style="fill:#ffffff;opacity:0.8;"/>
  310. </g>
  311. <!-- GS -->
  312. <defs>
  313. <path d="M 59.515625 10.40625
  314. L 59.515625 29.984375
  315. L 43.40625 29.984375
  316. L 43.40625 38.09375
  317. L 69.28125 38.09375
  318. L 69.28125 6.78125
  319. Q 63.578125 2.734375 56.6875 0.65625
  320. Q 49.8125 -1.421875 42 -1.421875
  321. Q 24.90625 -1.421875 15.25 8.5625
  322. Q 5.609375 18.5625 5.609375 36.375
  323. Q 5.609375 54.25 15.25 64.234375
  324. Q 24.90625 74.21875 42 74.21875
  325. Q 49.125 74.21875 55.546875 72.453125
  326. Q 61.96875 70.703125 67.390625 67.28125
  327. L 67.390625 56.78125
  328. Q 61.921875 61.421875 55.765625 63.765625
  329. Q 49.609375 66.109375 42.828125 66.109375
  330. Q 29.4375 66.109375 22.71875 58.640625
  331. Q 16.015625 51.171875 16.015625 36.375
  332. Q 16.015625 21.625 22.71875 14.15625
  333. Q 29.4375 6.6875 42.828125 6.6875
  334. Q 48.046875 6.6875 52.140625 7.59375
  335. Q 56.25 8.5 59.515625 10.40625
  336. z
  337. " id="DejaVuSans-47"/>
  338. <path d="M 53.515625 70.515625
  339. L 53.515625 60.890625
  340. Q 47.90625 63.578125 42.921875 64.890625
  341. Q 37.9375 66.21875 33.296875 66.21875
  342. Q 25.25 66.21875 20.875 63.09375
  343. Q 16.5 59.96875 16.5 54.203125
  344. Q 16.5 49.359375 19.40625 46.890625
  345. Q 22.3125 44.4375 30.421875 42.921875
  346. L 36.375 41.703125
  347. Q 47.40625 39.59375 52.65625 34.296875
  348. Q 57.90625 29 57.90625 20.125
  349. Q 57.90625 9.515625 50.796875 4.046875
  350. Q 43.703125 -1.421875 29.984375 -1.421875
  351. Q 24.8125 -1.421875 18.96875 -0.25
  352. Q 13.140625 0.921875 6.890625 3.21875
  353. L 6.890625 13.375
  354. Q 12.890625 10.015625 18.65625 8.296875
  355. Q 24.421875 6.59375 29.984375 6.59375
  356. Q 38.421875 6.59375 43.015625 9.90625
  357. Q 47.609375 13.234375 47.609375 19.390625
  358. Q 47.609375 24.75 44.3125 27.78125
  359. Q 41.015625 30.8125 33.5 32.328125
  360. L 27.484375 33.5
  361. Q 16.453125 35.6875 11.515625 40.375
  362. Q 6.59375 45.0625 6.59375 53.421875
  363. Q 6.59375 63.09375 13.40625 68.65625
  364. Q 20.21875 74.21875 32.171875 74.21875
  365. Q 37.3125 74.21875 42.625 73.28125
  366. Q 47.953125 72.359375 53.515625 70.515625
  367. z
  368. " id="DejaVuSans-53"/>
  369. </defs>
  370. <g style="fill:#f77189;" transform="translate(18.697188 21.871526)scale(0.08 -0.08)">
  371. <use xlink:href="#DejaVuSans-47"/>
  372. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  373. </g>
  374. </g>
  375. <g id="text_2">
  376. <g id="patch_4">
  377. <path d="M 280.129663 22.799651
  378. L 365.209663 22.799651
  379. Q 366.409663 22.799651 366.409663 21.599651
  380. L 366.409663 17.728401
  381. Q 366.409663 16.528401 365.209663 16.528401
  382. L 280.129663 16.528401
  383. Q 278.929663 16.528401 278.929663 17.728401
  384. L 278.929663 21.599651
  385. Q 278.929663 22.799651 280.129663 22.799651
  386. z
  387. " style="fill:#ffffff;opacity:0.8;"/>
  388. </g>
  389. <!-- max: 494.032 $\bullet$ mean: 491.531 $\bullet$ $\sigma$: 1.102 -->
  390. <defs>
  391. <path d="M 52 44.1875
  392. Q 55.375 50.25 60.0625 53.125
  393. Q 64.75 56 71.09375 56
  394. Q 79.640625 56 84.28125 50.015625
  395. Q 88.921875 44.046875 88.921875 33.015625
  396. L 88.921875 0
  397. L 79.890625 0
  398. L 79.890625 32.71875
  399. Q 79.890625 40.578125 77.09375 44.375
  400. Q 74.3125 48.1875 68.609375 48.1875
  401. Q 61.625 48.1875 57.5625 43.546875
  402. Q 53.515625 38.921875 53.515625 30.90625
  403. L 53.515625 0
  404. L 44.484375 0
  405. L 44.484375 32.71875
  406. Q 44.484375 40.625 41.703125 44.40625
  407. Q 38.921875 48.1875 33.109375 48.1875
  408. Q 26.21875 48.1875 22.15625 43.53125
  409. Q 18.109375 38.875 18.109375 30.90625
  410. L 18.109375 0
  411. L 9.078125 0
  412. L 9.078125 54.6875
  413. L 18.109375 54.6875
  414. L 18.109375 46.1875
  415. Q 21.1875 51.21875 25.484375 53.609375
  416. Q 29.78125 56 35.6875 56
  417. Q 41.65625 56 45.828125 52.96875
  418. Q 50 49.953125 52 44.1875
  419. z
  420. " id="DejaVuSans-6d"/>
  421. <path d="M 34.28125 27.484375
  422. Q 23.390625 27.484375 19.1875 25
  423. Q 14.984375 22.515625 14.984375 16.5
  424. Q 14.984375 11.71875 18.140625 8.90625
  425. Q 21.296875 6.109375 26.703125 6.109375
  426. Q 34.1875 6.109375 38.703125 11.40625
  427. Q 43.21875 16.703125 43.21875 25.484375
  428. L 43.21875 27.484375
  429. z
  430. M 52.203125 31.203125
  431. L 52.203125 0
  432. L 43.21875 0
  433. L 43.21875 8.296875
  434. Q 40.140625 3.328125 35.546875 0.953125
  435. Q 30.953125 -1.421875 24.3125 -1.421875
  436. Q 15.921875 -1.421875 10.953125 3.296875
  437. Q 6 8.015625 6 15.921875
  438. Q 6 25.140625 12.171875 29.828125
  439. Q 18.359375 34.515625 30.609375 34.515625
  440. L 43.21875 34.515625
  441. L 43.21875 35.40625
  442. Q 43.21875 41.609375 39.140625 45
  443. Q 35.0625 48.390625 27.6875 48.390625
  444. Q 23 48.390625 18.546875 47.265625
  445. Q 14.109375 46.140625 10.015625 43.890625
  446. L 10.015625 52.203125
  447. Q 14.9375 54.109375 19.578125 55.046875
  448. Q 24.21875 56 28.609375 56
  449. Q 40.484375 56 46.34375 49.84375
  450. Q 52.203125 43.703125 52.203125 31.203125
  451. z
  452. " id="DejaVuSans-61"/>
  453. <path d="M 54.890625 54.6875
  454. L 35.109375 28.078125
  455. L 55.90625 0
  456. L 45.3125 0
  457. L 29.390625 21.484375
  458. L 13.484375 0
  459. L 2.875 0
  460. L 24.125 28.609375
  461. L 4.6875 54.6875
  462. L 15.28125 54.6875
  463. L 29.78125 35.203125
  464. L 44.28125 54.6875
  465. z
  466. " id="DejaVuSans-78"/>
  467. <path d="M 11.71875 12.40625
  468. L 22.015625 12.40625
  469. L 22.015625 0
  470. L 11.71875 0
  471. z
  472. M 11.71875 51.703125
  473. L 22.015625 51.703125
  474. L 22.015625 39.3125
  475. L 11.71875 39.3125
  476. z
  477. " id="DejaVuSans-3a"/>
  478. <path id="DejaVuSans-20"/>
  479. <path d="M 37.796875 64.3125
  480. L 12.890625 25.390625
  481. L 37.796875 25.390625
  482. z
  483. M 35.203125 72.90625
  484. L 47.609375 72.90625
  485. L 47.609375 25.390625
  486. L 58.015625 25.390625
  487. L 58.015625 17.1875
  488. L 47.609375 17.1875
  489. L 47.609375 0
  490. L 37.796875 0
  491. L 37.796875 17.1875
  492. L 4.890625 17.1875
  493. L 4.890625 26.703125
  494. z
  495. " id="DejaVuSans-34"/>
  496. <path d="M 10.984375 1.515625
  497. L 10.984375 10.5
  498. Q 14.703125 8.734375 18.5 7.8125
  499. Q 22.3125 6.890625 25.984375 6.890625
  500. Q 35.75 6.890625 40.890625 13.453125
  501. Q 46.046875 20.015625 46.78125 33.40625
  502. Q 43.953125 29.203125 39.59375 26.953125
  503. Q 35.25 24.703125 29.984375 24.703125
  504. Q 19.046875 24.703125 12.671875 31.3125
  505. Q 6.296875 37.9375 6.296875 49.421875
  506. Q 6.296875 60.640625 12.9375 67.421875
  507. Q 19.578125 74.21875 30.609375 74.21875
  508. Q 43.265625 74.21875 49.921875 64.515625
  509. Q 56.59375 54.828125 56.59375 36.375
  510. Q 56.59375 19.140625 48.40625 8.859375
  511. Q 40.234375 -1.421875 26.421875 -1.421875
  512. Q 22.703125 -1.421875 18.890625 -0.6875
  513. Q 15.09375 0.046875 10.984375 1.515625
  514. z
  515. M 30.609375 32.421875
  516. Q 37.25 32.421875 41.125 36.953125
  517. Q 45.015625 41.5 45.015625 49.421875
  518. Q 45.015625 57.28125 41.125 61.84375
  519. Q 37.25 66.40625 30.609375 66.40625
  520. Q 23.96875 66.40625 20.09375 61.84375
  521. Q 16.21875 57.28125 16.21875 49.421875
  522. Q 16.21875 41.5 20.09375 36.953125
  523. Q 23.96875 32.421875 30.609375 32.421875
  524. z
  525. " id="DejaVuSans-39"/>
  526. <path d="M 10.6875 12.40625
  527. L 21 12.40625
  528. L 21 0
  529. L 10.6875 0
  530. z
  531. " id="DejaVuSans-2e"/>
  532. <path d="M 31.78125 66.40625
  533. Q 24.171875 66.40625 20.328125 58.90625
  534. Q 16.5 51.421875 16.5 36.375
  535. Q 16.5 21.390625 20.328125 13.890625
  536. Q 24.171875 6.390625 31.78125 6.390625
  537. Q 39.453125 6.390625 43.28125 13.890625
  538. Q 47.125 21.390625 47.125 36.375
  539. Q 47.125 51.421875 43.28125 58.90625
  540. Q 39.453125 66.40625 31.78125 66.40625
  541. z
  542. M 31.78125 74.21875
  543. Q 44.046875 74.21875 50.515625 64.515625
  544. Q 56.984375 54.828125 56.984375 36.375
  545. Q 56.984375 17.96875 50.515625 8.265625
  546. Q 44.046875 -1.421875 31.78125 -1.421875
  547. Q 19.53125 -1.421875 13.0625 8.265625
  548. Q 6.59375 17.96875 6.59375 36.375
  549. Q 6.59375 54.828125 13.0625 64.515625
  550. Q 19.53125 74.21875 31.78125 74.21875
  551. z
  552. " id="DejaVuSans-30"/>
  553. <path d="M 40.578125 39.3125
  554. Q 47.65625 37.796875 51.625 33
  555. Q 55.609375 28.21875 55.609375 21.1875
  556. Q 55.609375 10.40625 48.1875 4.484375
  557. Q 40.765625 -1.421875 27.09375 -1.421875
  558. Q 22.515625 -1.421875 17.65625 -0.515625
  559. Q 12.796875 0.390625 7.625 2.203125
  560. L 7.625 11.71875
  561. Q 11.71875 9.328125 16.59375 8.109375
  562. Q 21.484375 6.890625 26.8125 6.890625
  563. Q 36.078125 6.890625 40.9375 10.546875
  564. Q 45.796875 14.203125 45.796875 21.1875
  565. Q 45.796875 27.640625 41.28125 31.265625
  566. Q 36.765625 34.90625 28.71875 34.90625
  567. L 20.21875 34.90625
  568. L 20.21875 43.015625
  569. L 29.109375 43.015625
  570. Q 36.375 43.015625 40.234375 45.921875
  571. Q 44.09375 48.828125 44.09375 54.296875
  572. Q 44.09375 59.90625 40.109375 62.90625
  573. Q 36.140625 65.921875 28.71875 65.921875
  574. Q 24.65625 65.921875 20.015625 65.03125
  575. Q 15.375 64.15625 9.8125 62.3125
  576. L 9.8125 71.09375
  577. Q 15.4375 72.65625 20.34375 73.4375
  578. Q 25.25 74.21875 29.59375 74.21875
  579. Q 40.828125 74.21875 47.359375 69.109375
  580. Q 53.90625 64.015625 53.90625 55.328125
  581. Q 53.90625 49.265625 50.4375 45.09375
  582. Q 46.96875 40.921875 40.578125 39.3125
  583. z
  584. " id="DejaVuSans-33"/>
  585. <path d="M 19.1875 8.296875
  586. L 53.609375 8.296875
  587. L 53.609375 0
  588. L 7.328125 0
  589. L 7.328125 8.296875
  590. Q 12.9375 14.109375 22.625 23.890625
  591. Q 32.328125 33.6875 34.8125 36.53125
  592. Q 39.546875 41.84375 41.421875 45.53125
  593. Q 43.3125 49.21875 43.3125 52.78125
  594. Q 43.3125 58.59375 39.234375 62.25
  595. Q 35.15625 65.921875 28.609375 65.921875
  596. Q 23.96875 65.921875 18.8125 64.3125
  597. Q 13.671875 62.703125 7.8125 59.421875
  598. L 7.8125 69.390625
  599. Q 13.765625 71.78125 18.9375 73
  600. Q 24.125 74.21875 28.421875 74.21875
  601. Q 39.75 74.21875 46.484375 68.546875
  602. Q 53.21875 62.890625 53.21875 53.421875
  603. Q 53.21875 48.921875 51.53125 44.890625
  604. Q 49.859375 40.875 45.40625 35.40625
  605. Q 44.1875 33.984375 37.640625 27.21875
  606. Q 31.109375 20.453125 19.1875 8.296875
  607. z
  608. " id="DejaVuSans-32"/>
  609. <path d="M 16.796875 31.34375
  610. Q 16.796875 37.40625 21.015625 41.578125
  611. Q 25.25 45.75 31.390625 45.75
  612. Q 37.453125 45.75 41.625 41.578125
  613. Q 45.796875 37.40625 45.796875 31.34375
  614. Q 45.796875 25.25 41.59375 21.046875
  615. Q 37.40625 16.84375 31.296875 16.84375
  616. Q 25.203125 16.84375 21 21.046875
  617. Q 16.796875 25.25 16.796875 31.34375
  618. z
  619. " id="DejaVuSans-2219"/>
  620. <path d="M 56.203125 29.59375
  621. L 56.203125 25.203125
  622. L 14.890625 25.203125
  623. Q 15.484375 15.921875 20.484375 11.0625
  624. Q 25.484375 6.203125 34.421875 6.203125
  625. Q 39.59375 6.203125 44.453125 7.46875
  626. Q 49.3125 8.734375 54.109375 11.28125
  627. L 54.109375 2.78125
  628. Q 49.265625 0.734375 44.1875 -0.34375
  629. Q 39.109375 -1.421875 33.890625 -1.421875
  630. Q 20.796875 -1.421875 13.15625 6.1875
  631. Q 5.515625 13.8125 5.515625 26.8125
  632. Q 5.515625 40.234375 12.765625 48.109375
  633. Q 20.015625 56 32.328125 56
  634. Q 43.359375 56 49.78125 48.890625
  635. Q 56.203125 41.796875 56.203125 29.59375
  636. z
  637. M 47.21875 32.234375
  638. Q 47.125 39.59375 43.09375 43.984375
  639. Q 39.0625 48.390625 32.421875 48.390625
  640. Q 24.90625 48.390625 20.390625 44.140625
  641. Q 15.875 39.890625 15.1875 32.171875
  642. z
  643. " id="DejaVuSans-65"/>
  644. <path d="M 54.890625 33.015625
  645. L 54.890625 0
  646. L 45.90625 0
  647. L 45.90625 32.71875
  648. Q 45.90625 40.484375 42.875 44.328125
  649. Q 39.84375 48.1875 33.796875 48.1875
  650. Q 26.515625 48.1875 22.3125 43.546875
  651. Q 18.109375 38.921875 18.109375 30.90625
  652. L 18.109375 0
  653. L 9.078125 0
  654. L 9.078125 54.6875
  655. L 18.109375 54.6875
  656. L 18.109375 46.1875
  657. Q 21.34375 51.125 25.703125 53.5625
  658. Q 30.078125 56 35.796875 56
  659. Q 45.21875 56 50.046875 50.171875
  660. Q 54.890625 44.34375 54.890625 33.015625
  661. z
  662. " id="DejaVuSans-6e"/>
  663. <path d="M 12.40625 8.296875
  664. L 28.515625 8.296875
  665. L 28.515625 63.921875
  666. L 10.984375 60.40625
  667. L 10.984375 69.390625
  668. L 28.421875 72.90625
  669. L 38.28125 72.90625
  670. L 38.28125 8.296875
  671. L 54.390625 8.296875
  672. L 54.390625 0
  673. L 12.40625 0
  674. z
  675. " id="DejaVuSans-31"/>
  676. <path d="M 10.796875 72.90625
  677. L 49.515625 72.90625
  678. L 49.515625 64.59375
  679. L 19.828125 64.59375
  680. L 19.828125 46.734375
  681. Q 21.96875 47.46875 24.109375 47.828125
  682. Q 26.265625 48.1875 28.421875 48.1875
  683. Q 40.625 48.1875 47.75 41.5
  684. Q 54.890625 34.8125 54.890625 23.390625
  685. Q 54.890625 11.625 47.5625 5.09375
  686. Q 40.234375 -1.421875 26.90625 -1.421875
  687. Q 22.3125 -1.421875 17.546875 -0.640625
  688. Q 12.796875 0.140625 7.71875 1.703125
  689. L 7.71875 11.625
  690. Q 12.109375 9.234375 16.796875 8.0625
  691. Q 21.484375 6.890625 26.703125 6.890625
  692. Q 35.15625 6.890625 40.078125 11.328125
  693. Q 45.015625 15.765625 45.015625 23.390625
  694. Q 45.015625 31 40.078125 35.4375
  695. Q 35.15625 39.890625 26.703125 39.890625
  696. Q 22.75 39.890625 18.8125 39.015625
  697. Q 14.890625 38.140625 10.796875 36.28125
  698. z
  699. " id="DejaVuSans-35"/>
  700. <path d="M 34.671875 47.5625
  701. Q 27.25 47.5625 22.21875 42.1875
  702. Q 16.890625 36.578125 15.140625 27.296875
  703. Q 13.1875 17.484375 16.3125 11.8125
  704. Q 19.390625 6.203125 26.65625 6.203125
  705. Q 33.84375 6.203125 39.109375 11.859375
  706. Q 44.4375 17.53125 46.34375 27.296875
  707. Q 48.046875 36.234375 45.015625 42.1875
  708. Q 42.1875 47.5625 34.671875 47.5625
  709. z
  710. M 36.078125 54.734375
  711. L 65.921875 54.6875
  712. L 64.15625 45.703125
  713. L 54.109375 45.703125
  714. Q 57.90625 38.09375 55.859375 27.296875
  715. Q 53.21875 13.875 45.0625 6.25
  716. Q 36.859375 -1.421875 25.140625 -1.421875
  717. Q 13.375 -1.421875 8.203125 6.25
  718. Q 3.03125 13.875 5.671875 27.296875
  719. Q 8.25 40.765625 16.40625 48.390625
  720. Q 23.1875 54.734375 36.078125 54.734375
  721. z
  722. " id="DejaVuSans-Oblique-3c3"/>
  723. </defs>
  724. <g style="fill:#f77189;" transform="translate(280.129663 20.767776)scale(0.04 -0.04)">
  725. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  726. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  727. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  728. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  729. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  730. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-34"/>
  731. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-39"/>
  732. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-34"/>
  733. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  734. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-30"/>
  735. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-33"/>
  736. <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-32"/>
  737. <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
  738. <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
  739. <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
  740. <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
  741. <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
  742. <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
  743. <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
  744. <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  745. <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
  746. <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-34"/>
  747. <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-39"/>
  748. <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-31"/>
  749. <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
  750. <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-35"/>
  751. <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-33"/>
  752. <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-31"/>
  753. <use transform="translate(1585.644531 0.78125)" xlink:href="#DejaVuSans-20"/>
  754. <use transform="translate(1617.431641 0.78125)" xlink:href="#DejaVuSans-2219"/>
  755. <use transform="translate(1680.029297 0.78125)" xlink:href="#DejaVuSans-20"/>
  756. <use transform="translate(1711.816406 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  757. <use transform="translate(1775.195312 0.78125)" xlink:href="#DejaVuSans-3a"/>
  758. <use transform="translate(1808.886719 0.78125)" xlink:href="#DejaVuSans-20"/>
  759. <use transform="translate(1840.673828 0.78125)" xlink:href="#DejaVuSans-31"/>
  760. <use transform="translate(1904.296875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  761. <use transform="translate(1936.083984 0.78125)" xlink:href="#DejaVuSans-31"/>
  762. <use transform="translate(1999.707031 0.78125)" xlink:href="#DejaVuSans-30"/>
  763. <use transform="translate(2063.330078 0.78125)" xlink:href="#DejaVuSans-32"/>
  764. </g>
  765. </g>
  766. <g id="text_3">
  767. <!-- 493.17 -->
  768. <defs>
  769. <path d="M 8.203125 72.90625
  770. L 55.078125 72.90625
  771. L 55.078125 68.703125
  772. L 28.609375 0
  773. L 18.3125 0
  774. L 43.21875 64.59375
  775. L 8.203125 64.59375
  776. z
  777. " id="DejaVuSans-37"/>
  778. </defs>
  779. <g style="fill:#d3d3d3;" transform="translate(7.2 23.958512)scale(0.03 -0.03)">
  780. <use xlink:href="#DejaVuSans-34"/>
  781. <use x="63.623047" xlink:href="#DejaVuSans-39"/>
  782. <use x="127.246094" xlink:href="#DejaVuSans-33"/>
  783. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  784. <use x="222.65625" xlink:href="#DejaVuSans-31"/>
  785. <use x="286.279297" xlink:href="#DejaVuSans-37"/>
  786. </g>
  787. </g>
  788. </g>
  789. <g id="axes_2">
  790. <g id="patch_5">
  791. <path d="M 18.697188 65.2224
  792. L 372.281346 65.2224
  793. L 372.281346 39.675648
  794. L 18.697188 39.675648
  795. z
  796. " style="fill:#ffffff;"/>
  797. </g>
  798. <g id="matplotlib.axis_3">
  799. <g id="xtick_7"/>
  800. <g id="xtick_8"/>
  801. <g id="xtick_9"/>
  802. <g id="xtick_10"/>
  803. <g id="xtick_11"/>
  804. <g id="xtick_12"/>
  805. </g>
  806. <g id="matplotlib.axis_4"/>
  807. <g id="line2d_3">
  808. <path clip-path="url(#p6b1277f01b)" d="M 18.697188 51.304253
  809. L 372.281346 51.304253
  810. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  811. </g>
  812. <g id="line2d_4">
  813. <path clip-path="url(#p6b1277f01b)" d="M 18.697188 50.196504
  814. L 19.765418 51.149387
  815. L 20.833648 51.792991
  816. L 21.901878 52.073303
  817. L 22.970108 52.232927
  818. L 24.038338 51.73322
  819. L 25.106568 52.234146
  820. L 26.174798 52.288633
  821. L 27.243028 52.029228
  822. L 28.311258 52.043233
  823. L 29.379488 52.178735
  824. L 30.447718 51.923617
  825. L 31.515949 51.455303
  826. L 32.584179 52.028587
  827. L 33.652409 51.410461
  828. L 34.720639 51.644198
  829. L 35.788869 52.261852
  830. L 36.857099 51.732032
  831. L 40.061789 52.062324
  832. L 41.130019 51.707783
  833. L 42.198249 52.300684
  834. L 43.266479 52.061094
  835. L 44.33471 52.019121
  836. L 45.40294 52.157764
  837. L 46.47117 51.523227
  838. L 47.5394 51.791898
  839. L 48.60763 52.227285
  840. L 49.67586 52.247531
  841. L 50.74409 51.981004
  842. L 51.81232 52.380491
  843. L 53.94878 52.26119
  844. L 55.01701 52.54976
  845. L 58.221701 52.214751
  846. L 59.289931 52.2334
  847. L 60.358161 51.814319
  848. L 61.426391 51.84317
  849. L 62.494621 52.58254
  850. L 63.562851 52.462651
  851. L 64.631081 51.901764
  852. L 65.699311 52.621624
  853. L 66.767541 52.294275
  854. L 67.835771 52.175982
  855. L 68.904002 52.314037
  856. L 69.972232 51.847004
  857. L 73.176922 52.059329
  858. L 74.245152 51.99005
  859. L 75.313382 52.424922
  860. L 76.381612 51.857238
  861. L 77.449842 52.155295
  862. L 78.518072 52.298299
  863. L 79.586302 51.933882
  864. L 80.654532 51.920024
  865. L 81.722763 52.08423
  866. L 82.790993 52.052132
  867. L 83.859223 51.592927
  868. L 84.927453 52.458764
  869. L 85.995683 51.836477
  870. L 88.132143 52.314773
  871. L 89.200373 51.836183
  872. L 90.268603 51.862302
  873. L 91.336833 52.219889
  874. L 92.405063 52.354666
  875. L 93.473294 51.750166
  876. L 94.541524 52.410423
  877. L 96.677984 51.842329
  878. L 97.746214 51.995314
  879. L 98.814444 51.695491
  880. L 99.882674 51.727441
  881. L 100.950904 52.21597
  882. L 102.019134 52.052805
  883. L 103.087364 51.683661
  884. L 104.155594 52.157249
  885. L 106.292055 52.005925
  886. L 107.360285 52.358606
  887. L 108.428515 52.169132
  888. L 111.633205 52.281898
  889. L 112.701435 51.715369
  890. L 113.769665 51.745386
  891. L 114.837895 52.073324
  892. L 115.906125 51.775308
  893. L 116.974355 51.852814
  894. L 118.042585 52.147184
  895. L 119.110816 52.140218
  896. L 120.179046 51.357488
  897. L 121.247276 52.174406
  898. L 122.315506 51.673175
  899. L 123.383736 51.705955
  900. L 124.451966 52.117661
  901. L 126.588426 51.741131
  902. L 128.724886 51.794819
  903. L 129.793116 51.31956
  904. L 130.861347 51.825813
  905. L 131.929577 51.533292
  906. L 132.997807 51.644923
  907. L 134.066037 52.13921
  908. L 135.134267 52.030888
  909. L 136.202497 51.729553
  910. L 137.270727 52.006629
  911. L 138.338957 51.688052
  912. L 139.407187 51.490216
  913. L 140.475417 51.934418
  914. L 141.543647 52.107386
  915. L 142.611877 51.783556
  916. L 143.680108 51.657331
  917. L 144.748338 52.547638
  918. L 145.816568 51.899411
  919. L 146.884798 51.831875
  920. L 147.953028 52.22613
  921. L 149.021258 51.522712
  922. L 150.089488 51.272858
  923. L 151.157718 52.051964
  924. L 153.294178 51.733766
  925. L 155.430638 52.003582
  926. L 156.498869 51.844094
  927. L 157.567099 52.147247
  928. L 158.635329 52.113679
  929. L 159.703559 51.783493
  930. L 160.771789 51.229855
  931. L 161.840019 52.012471
  932. L 162.908249 51.310566
  933. L 163.976479 51.850314
  934. L 165.044709 51.963479
  935. L 166.112939 51.806828
  936. L 167.181169 51.823323
  937. L 168.2494 52.164919
  938. L 170.38586 51.314359
  939. L 171.45409 51.678323
  940. L 172.52232 51.283459
  941. L 174.65878 51.676653
  942. L 175.72701 51.257813
  943. L 176.79524 51.603749
  944. L 177.86347 52.268796
  945. L 178.9317 51.538356
  946. L 179.99993 51.591267
  947. L 181.068161 51.935794
  948. L 182.136391 51.413014
  949. L 183.204621 51.471514
  950. L 184.272851 51.757889
  951. L 185.341081 51.76683
  952. L 186.409311 51.382136
  953. L 187.477541 51.794346
  954. L 188.545771 51.998781
  955. L 189.614001 51.629563
  956. L 190.682231 52.139452
  957. L 191.750461 51.888726
  958. L 192.818691 51.348578
  959. L 193.886922 51.828786
  960. L 194.955152 51.820833
  961. L 196.023382 51.586497
  962. L 197.091612 51.568058
  963. L 198.159842 51.898518
  964. L 199.228072 51.458056
  965. L 200.296302 51.508476
  966. L 201.364532 51.993013
  967. L 202.432762 51.467144
  968. L 203.500992 51.546341
  969. L 204.569222 51.928755
  970. L 205.637453 51.509716
  971. L 206.705683 51.523584
  972. L 207.773913 51.931781
  973. L 208.842143 51.628239
  974. L 209.910373 51.494313
  975. L 210.978603 51.85313
  976. L 212.046833 51.932285
  977. L 213.115063 51.664854
  978. L 214.183293 52.023492
  979. L 215.251523 51.973429
  980. L 216.319753 51.625329
  981. L 217.387983 51.600218
  982. L 218.456214 51.974721
  983. L 219.524444 51.457593
  984. L 220.592674 51.479005
  985. L 221.660904 52.058552
  986. L 222.729134 51.311449
  987. L 224.865594 52.096428
  988. L 225.933824 51.826412
  989. L 228.070284 51.897089
  990. L 229.138514 51.609716
  991. L 230.206744 51.552939
  992. L 231.274975 51.641876
  993. L 232.343205 51.363865
  994. L 233.411435 51.638998
  995. L 234.479665 51.715022
  996. L 235.547895 51.533313
  997. L 236.616125 51.597991
  998. L 237.684355 51.876433
  999. L 239.820815 51.478533
  1000. L 240.889045 51.637212
  1001. L 241.957275 51.415315
  1002. L 243.025506 51.353348
  1003. L 244.093736 52.021968
  1004. L 245.161966 51.642045
  1005. L 246.230196 51.590395
  1006. L 247.298426 51.998266
  1007. L 248.366656 51.89089
  1008. L 250.503116 52.053971
  1009. L 252.639576 51.880856
  1010. L 253.707806 51.955273
  1011. L 255.844267 51.54466
  1012. L 257.980727 51.885983
  1013. L 259.048957 51.66891
  1014. L 260.117187 52.080468
  1015. L 262.253647 51.74733
  1016. L 264.390107 51.847036
  1017. L 265.458337 51.329246
  1018. L 266.526567 51.703812
  1019. L 267.594798 51.90313
  1020. L 268.663028 51.757458
  1021. L 270.799488 51.846458
  1022. L 271.867718 51.638052
  1023. L 272.935948 51.271272
  1024. L 274.004178 51.770549
  1025. L 275.072408 51.304315
  1026. L 276.140638 51.460619
  1027. L 277.208868 51.774006
  1028. L 281.481789 51.454694
  1029. L 282.550019 51.304178
  1030. L 283.618249 51.604946
  1031. L 284.686479 51.213308
  1032. L 285.754709 51.535604
  1033. L 286.822939 51.731402
  1034. L 287.891169 51.281169
  1035. L 288.959399 51.710694
  1036. L 290.027629 51.829385
  1037. L 291.095859 51.436444
  1038. L 292.164089 51.795638
  1039. L 293.23232 51.801186
  1040. L 294.30055 51.377629
  1041. L 295.36878 51.464895
  1042. L 296.43701 51.706165
  1043. L 297.50524 51.260177
  1044. L 299.6417 51.667029
  1045. L 300.70993 51.298421
  1046. L 301.77816 51.6102
  1047. L 302.84639 51.756365
  1048. L 303.91462 51.26729
  1049. L 304.982851 51.814603
  1050. L 306.051081 51.843054
  1051. L 307.119311 51.539039
  1052. L 308.187541 51.902279
  1053. L 310.324001 51.532777
  1054. L 311.392231 51.587159
  1055. L 312.460461 51.761398
  1056. L 314.596921 51.267111
  1057. L 315.665151 51.864844
  1058. L 316.733381 51.42848
  1059. L 318.869842 51.666094
  1060. L 319.938072 51.332157
  1061. L 321.006302 51.781843
  1062. L 323.142762 51.650198
  1063. L 324.210992 51.677546
  1064. L 325.279222 52.036446
  1065. L 326.347452 51.699294
  1066. L 327.415682 51.565789
  1067. L 329.552142 51.618899
  1068. L 330.620373 51.428165
  1069. L 331.688603 51.988978
  1070. L 332.756833 52.005957
  1071. L 333.825063 51.677325
  1072. L 334.893293 51.783419
  1073. L 337.029753 51.40172
  1074. L 338.097983 51.825676
  1075. L 339.166213 51.196046
  1076. L 340.234443 51.371125
  1077. L 341.302673 51.737044
  1078. L 342.370904 51.288429
  1079. L 344.507364 51.294491
  1080. L 345.575594 51.646037
  1081. L 346.643824 51.327839
  1082. L 347.712054 51.863394
  1083. L 348.780284 51.783545
  1084. L 349.848514 51.523689
  1085. L 350.916744 51.806544
  1086. L 351.984974 51.710074
  1087. L 355.189665 51.887276
  1088. L 356.257895 51.626926
  1089. L 357.326125 51.561408
  1090. L 358.394355 51.35421
  1091. L 359.462585 51.874447
  1092. L 360.530815 51.387946
  1093. L 361.599045 51.806733
  1094. L 363.735505 51.582378
  1095. L 365.871965 51.796805
  1096. L 368.008426 51.408675
  1097. L 369.076656 51.981897
  1098. L 370.144886 51.85044
  1099. L 371.213116 51.552729
  1100. L 372.281346 51.71414
  1101. L 372.281346 51.71414
  1102. " style="fill:none;stroke:#ae9d31;stroke-linecap:round;stroke-width:0.8;"/>
  1103. </g>
  1104. <g id="text_4">
  1105. <g id="patch_6">
  1106. <path d="M 18.697188 53.610924
  1107. L 45.240938 53.610924
  1108. Q 47.640938 53.610924 47.640938 51.210924
  1109. L 47.640938 43.468424
  1110. Q 47.640938 41.068424 45.240938 41.068424
  1111. L 18.697188 41.068424
  1112. Q 16.297188 41.068424 16.297188 43.468424
  1113. L 16.297188 51.210924
  1114. Q 16.297188 53.610924 18.697188 53.610924
  1115. z
  1116. " style="fill:#ffffff;opacity:0.8;"/>
  1117. </g>
  1118. <!-- GSCSF -->
  1119. <defs>
  1120. <path d="M 64.40625 67.28125
  1121. L 64.40625 56.890625
  1122. Q 59.421875 61.53125 53.78125 63.8125
  1123. Q 48.140625 66.109375 41.796875 66.109375
  1124. Q 29.296875 66.109375 22.65625 58.46875
  1125. Q 16.015625 50.828125 16.015625 36.375
  1126. Q 16.015625 21.96875 22.65625 14.328125
  1127. Q 29.296875 6.6875 41.796875 6.6875
  1128. Q 48.140625 6.6875 53.78125 8.984375
  1129. Q 59.421875 11.28125 64.40625 15.921875
  1130. L 64.40625 5.609375
  1131. Q 59.234375 2.09375 53.4375 0.328125
  1132. Q 47.65625 -1.421875 41.21875 -1.421875
  1133. Q 24.65625 -1.421875 15.125 8.703125
  1134. Q 5.609375 18.84375 5.609375 36.375
  1135. Q 5.609375 53.953125 15.125 64.078125
  1136. Q 24.65625 74.21875 41.21875 74.21875
  1137. Q 47.75 74.21875 53.53125 72.484375
  1138. Q 59.328125 70.75 64.40625 67.28125
  1139. z
  1140. " id="DejaVuSans-43"/>
  1141. <path d="M 9.8125 72.90625
  1142. L 51.703125 72.90625
  1143. L 51.703125 64.59375
  1144. L 19.671875 64.59375
  1145. L 19.671875 43.109375
  1146. L 48.578125 43.109375
  1147. L 48.578125 34.8125
  1148. L 19.671875 34.8125
  1149. L 19.671875 0
  1150. L 9.8125 0
  1151. z
  1152. " id="DejaVuSans-46"/>
  1153. </defs>
  1154. <g style="fill:#ae9d31;" transform="translate(18.697188 49.547174)scale(0.08 -0.08)">
  1155. <use xlink:href="#DejaVuSans-47"/>
  1156. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  1157. <use x="140.966797" xlink:href="#DejaVuSans-43"/>
  1158. <use x="210.791016" xlink:href="#DejaVuSans-53"/>
  1159. <use x="274.267578" xlink:href="#DejaVuSans-46"/>
  1160. </g>
  1161. </g>
  1162. <g id="text_5">
  1163. <g id="patch_7">
  1164. <path d="M 280.129663 50.475299
  1165. L 365.209663 50.475299
  1166. Q 366.409663 50.475299 366.409663 49.275299
  1167. L 366.409663 45.404049
  1168. Q 366.409663 44.204049 365.209663 44.204049
  1169. L 280.129663 44.204049
  1170. Q 278.929663 44.204049 278.929663 45.404049
  1171. L 278.929663 49.275299
  1172. Q 278.929663 50.475299 280.129663 50.475299
  1173. z
  1174. " style="fill:#ffffff;opacity:0.8;"/>
  1175. </g>
  1176. <!-- max: 611.188 $\bullet$ mean: 601.937 $\bullet$ $\sigma$: 1.800 -->
  1177. <defs>
  1178. <path d="M 33.015625 40.375
  1179. Q 26.375 40.375 22.484375 35.828125
  1180. Q 18.609375 31.296875 18.609375 23.390625
  1181. Q 18.609375 15.53125 22.484375 10.953125
  1182. Q 26.375 6.390625 33.015625 6.390625
  1183. Q 39.65625 6.390625 43.53125 10.953125
  1184. Q 47.40625 15.53125 47.40625 23.390625
  1185. Q 47.40625 31.296875 43.53125 35.828125
  1186. Q 39.65625 40.375 33.015625 40.375
  1187. z
  1188. M 52.59375 71.296875
  1189. L 52.59375 62.3125
  1190. Q 48.875 64.0625 45.09375 64.984375
  1191. Q 41.3125 65.921875 37.59375 65.921875
  1192. Q 27.828125 65.921875 22.671875 59.328125
  1193. Q 17.53125 52.734375 16.796875 39.40625
  1194. Q 19.671875 43.65625 24.015625 45.921875
  1195. Q 28.375 48.1875 33.59375 48.1875
  1196. Q 44.578125 48.1875 50.953125 41.515625
  1197. Q 57.328125 34.859375 57.328125 23.390625
  1198. Q 57.328125 12.15625 50.6875 5.359375
  1199. Q 44.046875 -1.421875 33.015625 -1.421875
  1200. Q 20.359375 -1.421875 13.671875 8.265625
  1201. Q 6.984375 17.96875 6.984375 36.375
  1202. Q 6.984375 53.65625 15.1875 63.9375
  1203. Q 23.390625 74.21875 37.203125 74.21875
  1204. Q 40.921875 74.21875 44.703125 73.484375
  1205. Q 48.484375 72.75 52.59375 71.296875
  1206. z
  1207. " id="DejaVuSans-36"/>
  1208. <path d="M 31.78125 34.625
  1209. Q 24.75 34.625 20.71875 30.859375
  1210. Q 16.703125 27.09375 16.703125 20.515625
  1211. Q 16.703125 13.921875 20.71875 10.15625
  1212. Q 24.75 6.390625 31.78125 6.390625
  1213. Q 38.8125 6.390625 42.859375 10.171875
  1214. Q 46.921875 13.96875 46.921875 20.515625
  1215. Q 46.921875 27.09375 42.890625 30.859375
  1216. Q 38.875 34.625 31.78125 34.625
  1217. z
  1218. M 21.921875 38.8125
  1219. Q 15.578125 40.375 12.03125 44.71875
  1220. Q 8.5 49.078125 8.5 55.328125
  1221. Q 8.5 64.0625 14.71875 69.140625
  1222. Q 20.953125 74.21875 31.78125 74.21875
  1223. Q 42.671875 74.21875 48.875 69.140625
  1224. Q 55.078125 64.0625 55.078125 55.328125
  1225. Q 55.078125 49.078125 51.53125 44.71875
  1226. Q 48 40.375 41.703125 38.8125
  1227. Q 48.828125 37.15625 52.796875 32.3125
  1228. Q 56.78125 27.484375 56.78125 20.515625
  1229. Q 56.78125 9.90625 50.3125 4.234375
  1230. Q 43.84375 -1.421875 31.78125 -1.421875
  1231. Q 19.734375 -1.421875 13.25 4.234375
  1232. Q 6.78125 9.90625 6.78125 20.515625
  1233. Q 6.78125 27.484375 10.78125 32.3125
  1234. Q 14.796875 37.15625 21.921875 38.8125
  1235. z
  1236. M 18.3125 54.390625
  1237. Q 18.3125 48.734375 21.84375 45.5625
  1238. Q 25.390625 42.390625 31.78125 42.390625
  1239. Q 38.140625 42.390625 41.71875 45.5625
  1240. Q 45.3125 48.734375 45.3125 54.390625
  1241. Q 45.3125 60.0625 41.71875 63.234375
  1242. Q 38.140625 66.40625 31.78125 66.40625
  1243. Q 25.390625 66.40625 21.84375 63.234375
  1244. Q 18.3125 60.0625 18.3125 54.390625
  1245. z
  1246. " id="DejaVuSans-38"/>
  1247. </defs>
  1248. <g style="fill:#ae9d31;" transform="translate(280.129663 48.443424)scale(0.04 -0.04)">
  1249. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1250. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  1251. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  1252. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1253. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  1254. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-36"/>
  1255. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-31"/>
  1256. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-31"/>
  1257. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1258. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-31"/>
  1259. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-38"/>
  1260. <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-38"/>
  1261. <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
  1262. <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1263. <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
  1264. <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1265. <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
  1266. <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
  1267. <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
  1268. <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1269. <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
  1270. <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-36"/>
  1271. <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-30"/>
  1272. <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-31"/>
  1273. <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1274. <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-39"/>
  1275. <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-33"/>
  1276. <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-37"/>
  1277. <use transform="translate(1585.644531 0.78125)" xlink:href="#DejaVuSans-20"/>
  1278. <use transform="translate(1617.431641 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1279. <use transform="translate(1680.029297 0.78125)" xlink:href="#DejaVuSans-20"/>
  1280. <use transform="translate(1711.816406 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  1281. <use transform="translate(1775.195312 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1282. <use transform="translate(1808.886719 0.78125)" xlink:href="#DejaVuSans-20"/>
  1283. <use transform="translate(1840.673828 0.78125)" xlink:href="#DejaVuSans-31"/>
  1284. <use transform="translate(1904.296875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1285. <use transform="translate(1936.052734 0.78125)" xlink:href="#DejaVuSans-38"/>
  1286. <use transform="translate(1999.675781 0.78125)" xlink:href="#DejaVuSans-30"/>
  1287. <use transform="translate(2063.298828 0.78125)" xlink:href="#DejaVuSans-30"/>
  1288. </g>
  1289. </g>
  1290. <g id="text_6">
  1291. <!-- 604.75 -->
  1292. <g style="fill:#d3d3d3;" transform="translate(7.2 52.132066)scale(0.03 -0.03)">
  1293. <use xlink:href="#DejaVuSans-36"/>
  1294. <use x="63.623047" xlink:href="#DejaVuSans-30"/>
  1295. <use x="127.246094" xlink:href="#DejaVuSans-34"/>
  1296. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  1297. <use x="222.65625" xlink:href="#DejaVuSans-37"/>
  1298. <use x="286.279297" xlink:href="#DejaVuSans-35"/>
  1299. </g>
  1300. </g>
  1301. </g>
  1302. <g id="axes_3">
  1303. <g id="patch_8">
  1304. <path d="M 18.697188 92.898048
  1305. L 372.281346 92.898048
  1306. L 372.281346 67.351296
  1307. L 18.697188 67.351296
  1308. z
  1309. " style="fill:#ffffff;"/>
  1310. </g>
  1311. <g id="matplotlib.axis_5">
  1312. <g id="xtick_13"/>
  1313. <g id="xtick_14"/>
  1314. <g id="xtick_15"/>
  1315. <g id="xtick_16"/>
  1316. <g id="xtick_17"/>
  1317. <g id="xtick_18"/>
  1318. </g>
  1319. <g id="matplotlib.axis_6"/>
  1320. <g id="line2d_5">
  1321. <path clip-path="url(#pbb3befd54a)" d="M 18.697188 78.58469
  1322. L 372.281346 78.58469
  1323. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  1324. </g>
  1325. <g id="line2d_6">
  1326. <path clip-path="url(#pbb3befd54a)" d="M 18.697188 79.214991
  1327. L 19.765418 78.861211
  1328. L 20.833648 78.879466
  1329. L 21.901878 79.149006
  1330. L 22.970108 79.098505
  1331. L 24.038338 78.818229
  1332. L 26.174798 79.060738
  1333. L 27.243028 78.826567
  1334. L 28.311258 78.804796
  1335. L 29.379488 79.046672
  1336. L 30.447718 78.699099
  1337. L 31.515949 78.633481
  1338. L 32.584179 79.044648
  1339. L 34.720639 78.763719
  1340. L 35.788869 79.004476
  1341. L 36.857099 78.688144
  1342. L 38.993559 79.058187
  1343. L 40.061789 78.88851
  1344. L 41.130019 78.858554
  1345. L 42.198249 79.118185
  1346. L 43.266479 78.80102
  1347. L 44.33471 78.781128
  1348. L 45.40294 79.075942
  1349. L 46.47117 78.707351
  1350. L 47.5394 78.737899
  1351. L 48.60763 78.930067
  1352. L 49.67586 78.626588
  1353. L 50.74409 78.704747
  1354. L 51.81232 79.002112
  1355. L 53.94878 78.940975
  1356. L 55.01701 79.168513
  1357. L 57.153471 78.78166
  1358. L 58.221701 78.94611
  1359. L 59.289931 78.979549
  1360. L 60.358161 78.548722
  1361. L 61.426391 78.908596
  1362. L 62.494621 79.117153
  1363. L 63.562851 78.831529
  1364. L 64.631081 78.983498
  1365. L 65.699311 79.359342
  1366. L 66.767541 78.992116
  1367. L 67.835771 78.899805
  1368. L 68.904002 79.161687
  1369. L 69.972232 78.674012
  1370. L 72.108692 78.975679
  1371. L 73.176922 78.844076
  1372. L 75.313382 79.175033
  1373. L 76.381612 79.030769
  1374. L 77.449842 79.019867
  1375. L 78.518072 79.321601
  1376. L 79.586302 78.881124
  1377. L 80.654532 78.691427
  1378. L 81.722763 79.006907
  1379. L 82.790993 78.774022
  1380. L 83.859223 78.793009
  1381. L 84.927453 79.599213
  1382. L 85.995683 78.867585
  1383. L 87.063913 78.876895
  1384. L 88.132143 79.185802
  1385. L 89.200373 78.8656
  1386. L 90.268603 79.007779
  1387. L 91.336833 79.326003
  1388. L 92.405063 78.926137
  1389. L 94.541524 79.317059
  1390. L 96.677984 78.721796
  1391. L 97.746214 78.969439
  1392. L 98.814444 78.762913
  1393. L 100.950904 79.064421
  1394. L 102.019134 78.800255
  1395. L 103.087364 78.898726
  1396. L 104.155594 79.169279
  1397. L 106.292055 78.878786
  1398. L 107.360285 79.315287
  1399. L 109.496745 78.987361
  1400. L 111.633205 79.051341
  1401. L 112.701435 78.796352
  1402. L 114.837895 78.951791
  1403. L 115.906125 78.651276
  1404. L 118.042585 78.967514
  1405. L 119.110816 78.703115
  1406. L 120.179046 78.751592
  1407. L 121.247276 79.095588
  1408. L 122.315506 78.812195
  1409. L 123.383736 78.950599
  1410. L 124.451966 78.970878
  1411. L 125.520196 78.746304
  1412. L 126.588426 78.712878
  1413. L 127.656656 78.969586
  1414. L 128.724886 78.584671
  1415. L 129.793116 78.617644
  1416. L 130.861347 78.86544
  1417. L 131.929577 78.726391
  1418. L 134.066037 79.083281
  1419. L 135.134267 78.823717
  1420. L 136.202497 78.774128
  1421. L 137.270727 78.931578
  1422. L 138.338957 78.880611
  1423. L 139.407187 78.629265
  1424. L 140.475417 78.843643
  1425. L 141.543647 78.885912
  1426. L 142.611877 78.727523
  1427. L 144.748338 79.187087
  1428. L 145.816568 78.879006
  1429. L 147.953028 78.745112
  1430. L 149.021258 78.628852
  1431. L 151.157718 78.675144
  1432. L 152.225948 78.928415
  1433. L 153.294178 78.816171
  1434. L 154.362408 78.999981
  1435. L 155.430638 79.002785
  1436. L 156.498869 78.792682
  1437. L 158.635329 79.066499
  1438. L 159.703559 78.597758
  1439. L 160.771789 78.664209
  1440. L 161.840019 79.046539
  1441. L 162.908249 78.761401
  1442. L 163.976479 78.77223
  1443. L 165.044709 79.112784
  1444. L 166.112939 78.858774
  1445. L 168.2494 79.090867
  1446. L 169.31763 78.559757
  1447. L 170.38586 78.620654
  1448. L 171.45409 78.842637
  1449. L 172.52232 78.609585
  1450. L 173.59055 78.695536
  1451. L 174.65878 79.026114
  1452. L 175.72701 78.784358
  1453. L 177.86347 79.156059
  1454. L 178.9317 78.84024
  1455. L 179.99993 78.824256
  1456. L 181.068161 79.10328
  1457. L 182.136391 78.629758
  1458. L 183.204621 78.596086
  1459. L 184.272851 78.901922
  1460. L 185.341081 78.732878
  1461. L 188.545771 78.978263
  1462. L 189.614001 78.79143
  1463. L 190.682231 78.821246
  1464. L 191.750461 78.981194
  1465. L 192.818691 78.599629
  1466. L 193.886922 78.720231
  1467. L 194.955152 78.965803
  1468. L 196.023382 78.769673
  1469. L 197.091612 78.927436
  1470. L 198.159842 78.959463
  1471. L 199.228072 78.622685
  1472. L 201.364532 78.969672
  1473. L 202.432762 78.712339
  1474. L 203.500992 78.667113
  1475. L 204.569222 78.902222
  1476. L 205.637453 78.513172
  1477. L 208.842143 78.686739
  1478. L 212.046833 78.869949
  1479. L 213.115063 78.650157
  1480. L 214.183293 78.980574
  1481. L 215.251523 78.970178
  1482. L 216.319753 78.657782
  1483. L 217.387983 78.684142
  1484. L 218.456214 78.924053
  1485. L 219.524444 78.443291
  1486. L 220.592674 78.709442
  1487. L 221.660904 78.858081
  1488. L 222.729134 78.555488
  1489. L 223.797364 78.678188
  1490. L 224.865594 79.037662
  1491. L 225.933824 78.682077
  1492. L 227.002054 78.831535
  1493. L 228.070284 78.831229
  1494. L 229.138514 78.584705
  1495. L 231.274975 78.736827
  1496. L 232.343205 78.583026
  1497. L 233.411435 78.879872
  1498. L 234.479665 78.924692
  1499. L 235.547895 78.730267
  1500. L 237.684355 78.964724
  1501. L 238.752585 78.64345
  1502. L 240.889045 78.838701
  1503. L 241.957275 78.575614
  1504. L 244.093736 79.066192
  1505. L 245.161966 78.705246
  1506. L 246.230196 78.806282
  1507. L 247.298426 79.027253
  1508. L 248.366656 78.829464
  1509. L 249.434886 78.797344
  1510. L 250.503116 79.035551
  1511. L 251.571346 78.608573
  1512. L 253.707806 78.912245
  1513. L 255.844267 78.610698
  1514. L 256.912497 78.918012
  1515. L 259.048957 78.708536
  1516. L 260.117187 78.947109
  1517. L 269.731258 78.820707
  1518. L 270.799488 78.96503
  1519. L 271.867718 78.502783
  1520. L 272.935948 78.612629
  1521. L 274.004178 78.853546
  1522. L 275.072408 78.684561
  1523. L 280.413559 78.882456
  1524. L 281.481789 78.62465
  1525. L 282.550019 78.778344
  1526. L 284.686479 78.574342
  1527. L 285.754709 78.827833
  1528. L 286.822939 78.960755
  1529. L 287.891169 78.681797
  1530. L 288.959399 78.969113
  1531. L 291.095859 78.726458
  1532. L 292.164089 78.873199
  1533. L 293.23232 78.892952
  1534. L 294.30055 78.729381
  1535. L 297.50524 78.668817
  1536. L 298.57347 78.924666
  1537. L 299.6417 78.864082
  1538. L 300.70993 78.683043
  1539. L 301.77816 78.870761
  1540. L 303.91462 78.652834
  1541. L 306.051081 78.893278
  1542. L 307.119311 78.721809
  1543. L 308.187541 78.770738
  1544. L 309.255771 78.940209
  1545. L 310.324001 78.692686
  1546. L 312.460461 78.733311
  1547. L 313.528691 78.519073
  1548. L 315.665151 78.722981
  1549. L 316.733381 78.524394
  1550. L 317.801612 78.877148
  1551. L 318.869842 78.820567
  1552. L 319.938072 78.482297
  1553. L 322.074532 78.957478
  1554. L 323.142762 78.70538
  1555. L 324.210992 78.771231
  1556. L 325.279222 78.977211
  1557. L 327.415682 78.673373
  1558. L 328.483912 78.805036
  1559. L 330.620373 78.515969
  1560. L 331.688603 78.888856
  1561. L 332.756833 78.70147
  1562. L 334.893293 78.900198
  1563. L 337.029753 78.636671
  1564. L 338.097983 78.765943
  1565. L 340.234443 78.528949
  1566. L 341.302673 78.827886
  1567. L 342.370904 78.630564
  1568. L 343.439134 78.580862
  1569. L 344.507364 78.816977
  1570. L 346.643824 78.556181
  1571. L 347.712054 78.877867
  1572. L 350.916744 78.757799
  1573. L 351.984974 79.005788
  1574. L 353.053204 78.672047
  1575. L 354.121434 78.677282
  1576. L 355.189665 78.935228
  1577. L 356.257895 78.666653
  1578. L 357.326125 78.599809
  1579. L 358.394355 78.88831
  1580. L 359.462585 78.853999
  1581. L 360.530815 78.70482
  1582. L 361.599045 78.922268
  1583. L 362.667275 78.960861
  1584. L 363.735505 78.645209
  1585. L 365.871965 78.774421
  1586. L 368.008426 78.707091
  1587. L 369.076656 78.824703
  1588. L 370.144886 78.67926
  1589. L 371.213116 78.694038
  1590. L 372.281346 78.821446
  1591. L 372.281346 78.821446
  1592. " style="fill:none;stroke:#33b07a;stroke-linecap:round;stroke-width:0.8;"/>
  1593. </g>
  1594. <g id="text_7">
  1595. <g id="patch_9">
  1596. <path d="M 18.697188 81.286572
  1597. L 44.787188 81.286572
  1598. Q 47.187188 81.286572 47.187188 78.886572
  1599. L 47.187188 71.144072
  1600. Q 47.187188 68.744072 44.787188 68.744072
  1601. L 18.697188 68.744072
  1602. Q 16.297188 68.744072 16.297188 71.144072
  1603. L 16.297188 78.886572
  1604. Q 16.297188 81.286572 18.697188 81.286572
  1605. z
  1606. " style="fill:#ffffff;opacity:0.8;"/>
  1607. </g>
  1608. <!-- GSWM -->
  1609. <defs>
  1610. <path d="M 3.328125 72.90625
  1611. L 13.28125 72.90625
  1612. L 28.609375 11.28125
  1613. L 43.890625 72.90625
  1614. L 54.984375 72.90625
  1615. L 70.3125 11.28125
  1616. L 85.59375 72.90625
  1617. L 95.609375 72.90625
  1618. L 77.296875 0
  1619. L 64.890625 0
  1620. L 49.515625 63.28125
  1621. L 33.984375 0
  1622. L 21.578125 0
  1623. z
  1624. " id="DejaVuSans-57"/>
  1625. <path d="M 9.8125 72.90625
  1626. L 24.515625 72.90625
  1627. L 43.109375 23.296875
  1628. L 61.8125 72.90625
  1629. L 76.515625 72.90625
  1630. L 76.515625 0
  1631. L 66.890625 0
  1632. L 66.890625 64.015625
  1633. L 48.09375 14.015625
  1634. L 38.1875 14.015625
  1635. L 19.390625 64.015625
  1636. L 19.390625 0
  1637. L 9.8125 0
  1638. z
  1639. " id="DejaVuSans-4d"/>
  1640. </defs>
  1641. <g style="fill:#33b07a;" transform="translate(18.697188 77.222822)scale(0.08 -0.08)">
  1642. <use xlink:href="#DejaVuSans-47"/>
  1643. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  1644. <use x="140.966797" xlink:href="#DejaVuSans-57"/>
  1645. <use x="239.84375" xlink:href="#DejaVuSans-4d"/>
  1646. </g>
  1647. </g>
  1648. <g id="text_8">
  1649. <g id="patch_10">
  1650. <path d="M 280.129663 78.150947
  1651. L 365.209663 78.150947
  1652. Q 366.409663 78.150947 366.409663 76.950947
  1653. L 366.409663 73.079697
  1654. Q 366.409663 71.879697 365.209663 71.879697
  1655. L 280.129663 71.879697
  1656. Q 278.929663 71.879697 278.929663 73.079697
  1657. L 278.929663 76.950947
  1658. Q 278.929663 78.150947 280.129663 78.150947
  1659. z
  1660. " style="fill:#ffffff;opacity:0.8;"/>
  1661. </g>
  1662. <!-- max: 508.278 $\bullet$ mean: 506.479 $\bullet$ $\sigma$: 0.783 -->
  1663. <g style="fill:#33b07a;" transform="translate(280.129663 76.119072)scale(0.04 -0.04)">
  1664. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1665. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  1666. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  1667. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1668. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  1669. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-35"/>
  1670. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-30"/>
  1671. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-38"/>
  1672. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1673. <use transform="translate(505.927734 0.78125)" xlink:href="#DejaVuSans-32"/>
  1674. <use transform="translate(569.550781 0.78125)" xlink:href="#DejaVuSans-37"/>
  1675. <use transform="translate(633.173828 0.78125)" xlink:href="#DejaVuSans-38"/>
  1676. <use transform="translate(696.796875 0.78125)" xlink:href="#DejaVuSans-20"/>
  1677. <use transform="translate(728.583984 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1678. <use transform="translate(791.181641 0.78125)" xlink:href="#DejaVuSans-20"/>
  1679. <use transform="translate(822.96875 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1680. <use transform="translate(920.380859 0.78125)" xlink:href="#DejaVuSans-65"/>
  1681. <use transform="translate(981.904297 0.78125)" xlink:href="#DejaVuSans-61"/>
  1682. <use transform="translate(1043.183594 0.78125)" xlink:href="#DejaVuSans-6e"/>
  1683. <use transform="translate(1106.5625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1684. <use transform="translate(1140.253906 0.78125)" xlink:href="#DejaVuSans-20"/>
  1685. <use transform="translate(1172.041016 0.78125)" xlink:href="#DejaVuSans-35"/>
  1686. <use transform="translate(1235.664062 0.78125)" xlink:href="#DejaVuSans-30"/>
  1687. <use transform="translate(1299.287109 0.78125)" xlink:href="#DejaVuSans-36"/>
  1688. <use transform="translate(1362.910156 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1689. <use transform="translate(1394.697266 0.78125)" xlink:href="#DejaVuSans-34"/>
  1690. <use transform="translate(1458.320312 0.78125)" xlink:href="#DejaVuSans-37"/>
  1691. <use transform="translate(1521.943359 0.78125)" xlink:href="#DejaVuSans-39"/>
  1692. <use transform="translate(1585.566406 0.78125)" xlink:href="#DejaVuSans-20"/>
  1693. <use transform="translate(1617.353516 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1694. <use transform="translate(1679.951172 0.78125)" xlink:href="#DejaVuSans-20"/>
  1695. <use transform="translate(1711.738281 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  1696. <use transform="translate(1775.117188 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1697. <use transform="translate(1808.808594 0.78125)" xlink:href="#DejaVuSans-20"/>
  1698. <use transform="translate(1840.595703 0.78125)" xlink:href="#DejaVuSans-30"/>
  1699. <use transform="translate(1904.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1700. <use transform="translate(1935.896484 0.78125)" xlink:href="#DejaVuSans-37"/>
  1701. <use transform="translate(1999.519531 0.78125)" xlink:href="#DejaVuSans-38"/>
  1702. <use transform="translate(2063.142578 0.78125)" xlink:href="#DejaVuSans-33"/>
  1703. </g>
  1704. </g>
  1705. <g id="text_9">
  1706. <!-- 507.63 -->
  1707. <g style="fill:#d3d3d3;" transform="translate(7.2 79.412502)scale(0.03 -0.03)">
  1708. <use xlink:href="#DejaVuSans-35"/>
  1709. <use x="63.623047" xlink:href="#DejaVuSans-30"/>
  1710. <use x="127.246094" xlink:href="#DejaVuSans-37"/>
  1711. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  1712. <use x="222.65625" xlink:href="#DejaVuSans-36"/>
  1713. <use x="286.279297" xlink:href="#DejaVuSans-33"/>
  1714. </g>
  1715. </g>
  1716. </g>
  1717. <g id="axes_4">
  1718. <g id="patch_11">
  1719. <path d="M 18.697188 120.573696
  1720. L 372.281346 120.573696
  1721. L 372.281346 95.026944
  1722. L 18.697188 95.026944
  1723. z
  1724. " style="fill:#ffffff;"/>
  1725. </g>
  1726. <g id="matplotlib.axis_7">
  1727. <g id="xtick_19"/>
  1728. <g id="xtick_20"/>
  1729. <g id="xtick_21"/>
  1730. <g id="xtick_22"/>
  1731. <g id="xtick_23"/>
  1732. <g id="xtick_24"/>
  1733. </g>
  1734. <g id="matplotlib.axis_8"/>
  1735. <g id="line2d_7">
  1736. <path clip-path="url(#p31efd4bb52)" d="M 18.697188 110.528722
  1737. L 372.281346 110.528722
  1738. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  1739. </g>
  1740. <g id="line2d_8">
  1741. <path clip-path="url(#p31efd4bb52)" d="M 19.765418 112.849622
  1742. L 20.833648 112.634741
  1743. L 21.901878 113.5571
  1744. L 22.970108 113.637
  1745. L 24.038338 111.311231
  1746. L 25.106568 112.001104
  1747. L 26.174798 113.712965
  1748. L 27.243028 112.266051
  1749. L 28.311258 112.132984
  1750. L 29.379488 113.001484
  1751. L 30.447718 112.066754
  1752. L 31.515949 111.500895
  1753. L 32.584179 112.036886
  1754. L 33.652409 111.958323
  1755. L 34.720639 109.938446
  1756. L 35.788869 111.60215
  1757. L 36.857099 111.736554
  1758. L 37.925329 111.3442
  1759. L 38.993559 112.741371
  1760. L 40.061789 111.624803
  1761. L 41.130019 111.800182
  1762. L 42.198249 112.423254
  1763. L 43.266479 111.952479
  1764. L 44.33471 111.960812
  1765. L 45.40294 112.587741
  1766. L 46.47117 111.830412
  1767. L 47.5394 110.786924
  1768. L 48.60763 112.986876
  1769. L 49.67586 112.060949
  1770. L 50.74409 112.132838
  1771. L 52.88055 113.493144
  1772. L 53.94878 112.033893
  1773. L 55.01701 112.07148
  1774. L 56.085241 112.802475
  1775. L 57.153471 112.279433
  1776. L 58.221701 112.48158
  1777. L 59.289931 114.303859
  1778. L 60.358161 113.284323
  1779. L 61.426391 106.957032
  1780. L 62.494621 110.768709
  1781. L 63.562851 113.323247
  1782. L 64.631081 112.507299
  1783. L 65.699311 113.36664
  1784. L 66.767541 112.288162
  1785. L 67.835771 112.635429
  1786. L 68.904002 113.1391
  1787. L 71.040462 112.589762
  1788. L 72.108692 113.39788
  1789. L 73.176922 112.947161
  1790. L 74.245152 113.336702
  1791. L 75.313382 112.432379
  1792. L 76.381612 112.383684
  1793. L 77.449842 112.216092
  1794. L 78.518072 112.563394
  1795. L 79.586302 112.627887
  1796. L 80.654532 111.614667
  1797. L 81.722763 112.565772
  1798. L 82.790993 110.157437
  1799. L 83.859223 105.987712
  1800. L 84.927453 104.602336
  1801. L 85.995683 100.230644
  1802. L 87.063913 110.333324
  1803. L 88.132143 112.766982
  1804. L 89.200373 111.682119
  1805. L 90.268603 111.282627
  1806. L 91.336833 112.86416
  1807. L 92.405063 111.745425
  1808. L 93.473294 112.32485
  1809. L 94.541524 112.361969
  1810. L 95.609754 111.752713
  1811. L 96.677984 111.861506
  1812. L 97.746214 112.526202
  1813. L 98.814444 112.748187
  1814. L 99.882674 111.927663
  1815. L 100.950904 112.20646
  1816. L 102.019134 111.578774
  1817. L 103.087364 111.735797
  1818. L 104.155594 112.594957
  1819. L 106.292055 111.695793
  1820. L 107.360285 108.559812
  1821. L 108.428515 101.049907
  1822. L 109.496745 112.670127
  1823. L 110.564975 113.442825
  1824. L 112.701435 112.628394
  1825. L 113.769665 110.815279
  1826. L 114.837895 111.666393
  1827. L 115.906125 112.140234
  1828. L 116.974355 111.931305
  1829. L 118.042585 113.213659
  1830. L 119.110816 112.892476
  1831. L 120.179046 112.858424
  1832. L 121.247276 113.299618
  1833. L 122.315506 112.769218
  1834. L 123.383736 111.283345
  1835. L 124.451966 111.792356
  1836. L 125.520196 111.983285
  1837. L 126.588426 110.940339
  1838. L 127.656656 112.920758
  1839. L 128.724886 111.864211
  1840. L 129.793116 111.879145
  1841. L 130.861347 112.816292
  1842. L 131.929577 112.29112
  1843. L 132.997807 110.405862
  1844. L 134.066037 111.54357
  1845. L 135.134267 111.24356
  1846. L 136.202497 111.212681
  1847. L 137.270727 111.929323
  1848. L 138.338957 112.959029
  1849. L 139.407187 111.148584
  1850. L 140.475417 111.613837
  1851. L 141.543647 113.460537
  1852. L 142.611877 111.396179
  1853. L 143.680108 111.988552
  1854. L 144.748338 112.089661
  1855. L 145.816568 111.30445
  1856. L 147.953028 112.04331
  1857. L 149.021258 111.250664
  1858. L 150.089488 111.779335
  1859. L 151.157718 111.905513
  1860. L 152.225948 112.389997
  1861. L 153.294178 110.794969
  1862. L 154.362408 111.712602
  1863. L 155.430638 111.224115
  1864. L 156.498869 110.318282
  1865. L 157.567099 110.082228
  1866. L 158.635329 112.591061
  1867. L 159.703559 110.443737
  1868. L 160.771789 111.008117
  1869. L 161.840019 113.076624
  1870. L 162.908249 112.324885
  1871. L 163.976479 112.222439
  1872. L 165.044709 111.438058
  1873. L 166.112939 110.170135
  1874. L 167.181169 111.360037
  1875. L 168.2494 111.695144
  1876. L 169.31763 110.635642
  1877. L 170.38586 112.012827
  1878. L 171.45409 112.770663
  1879. L 173.59055 111.728186
  1880. L 174.65878 113.560131
  1881. L 175.72701 110.817261
  1882. L 176.79524 111.142018
  1883. L 177.86347 111.953636
  1884. L 178.9317 111.435788
  1885. L 179.99993 110.410768
  1886. L 181.068161 112.553401
  1887. L 182.136391 111.503781
  1888. L 183.204621 111.755633
  1889. L 184.272851 112.245492
  1890. L 186.409311 112.213822
  1891. L 187.477541 111.305241
  1892. L 188.545771 112.5973
  1893. L 189.614001 109.770565
  1894. L 191.750461 112.950227
  1895. L 192.818691 111.17982
  1896. L 193.886922 110.898821
  1897. L 194.955152 112.388806
  1898. L 196.023382 111.349863
  1899. L 197.091612 110.65418
  1900. L 198.159842 113.097256
  1901. L 199.228072 111.557098
  1902. L 200.296302 112.123533
  1903. L 201.364532 113.161031
  1904. L 202.432762 111.25622
  1905. L 203.500992 111.595622
  1906. L 204.569222 112.691051
  1907. L 205.637453 112.263527
  1908. L 206.705683 110.899397
  1909. L 207.773913 112.202564
  1910. L 208.842143 112.786784
  1911. L 209.910373 111.213765
  1912. L 210.978603 111.178267
  1913. L 212.046833 112.205054
  1914. L 213.115063 111.717109
  1915. L 214.183293 111.380742
  1916. L 215.251523 112.870546
  1917. L 216.319753 111.331863
  1918. L 217.387983 111.561282
  1919. L 218.456214 113.128135
  1920. L 219.524444 111.761877
  1921. L 220.592674 112.135543
  1922. L 221.660904 112.237808
  1923. L 222.729134 110.727226
  1924. L 223.797364 110.384473
  1925. L 224.865594 111.801735
  1926. L 225.933824 111.654671
  1927. L 227.002054 110.917071
  1928. L 228.070284 112.068668
  1929. L 229.138514 112.865171
  1930. L 230.206744 112.467803
  1931. L 231.274975 113.189996
  1932. L 232.343205 112.457956
  1933. L 233.411435 112.65945
  1934. L 234.479665 112.567647
  1935. L 235.547895 112.325861
  1936. L 236.616125 110.613707
  1937. L 237.684355 112.047816
  1938. L 238.752585 112.362579
  1939. L 239.820815 111.306178
  1940. L 240.889045 112.667929
  1941. L 241.957275 111.762199
  1942. L 243.025506 112.022278
  1943. L 244.093736 113.526943
  1944. L 245.161966 112.101671
  1945. L 246.230196 111.342974
  1946. L 247.298426 112.449622
  1947. L 248.366656 111.759641
  1948. L 249.434886 110.899471
  1949. L 250.503116 112.201124
  1950. L 252.639576 112.389021
  1951. L 253.707806 113.615968
  1952. L 254.776036 112.68636
  1953. L 255.844267 112.540019
  1954. L 256.912497 112.881546
  1955. L 257.980727 112.486379
  1956. L 259.048957 112.583123
  1957. L 260.117187 111.971163
  1958. L 261.185417 112.311503
  1959. L 262.253647 112.88299
  1960. L 263.321877 112.122126
  1961. L 264.390107 113.581159
  1962. L 265.458337 111.963952
  1963. L 266.526567 112.425993
  1964. L 267.594798 112.726617
  1965. L 268.663028 112.435518
  1966. L 269.731258 111.525462
  1967. L 270.799488 112.407202
  1968. L 271.867718 111.801339
  1969. L 272.935948 111.97001
  1970. L 274.004178 113.762709
  1971. L 275.072408 112.565196
  1972. L 276.140638 112.129157
  1973. L 277.208868 112.940633
  1974. L 278.277098 112.948064
  1975. L 279.345328 112.635429
  1976. L 280.413559 113.010321
  1977. L 281.481789 112.818386
  1978. L 282.550019 113.474172
  1979. L 283.618249 114.471666
  1980. L 284.686479 113.593891
  1981. L 285.754709 113.668236
  1982. L 286.822939 114.041364
  1983. L 287.891169 111.781425
  1984. L 288.959399 112.353381
  1985. L 290.027629 112.457594
  1986. L 291.095859 112.410302
  1987. L 292.164089 111.933541
  1988. L 293.23232 112.194123
  1989. L 294.30055 112.753923
  1990. L 295.36878 112.060588
  1991. L 296.43701 112.754499
  1992. L 297.50524 111.884843
  1993. L 298.57347 112.326545
  1994. L 299.6417 113.229965
  1995. L 300.70993 111.405197
  1996. L 301.77816 112.44699
  1997. L 302.84639 112.469643
  1998. L 303.91462 112.313343
  1999. L 304.982851 111.828103
  2000. L 306.051081 112.471338
  2001. L 307.119311 112.19506
  2002. L 308.187541 111.532604
  2003. L 309.255771 112.31886
  2004. L 311.392231 111.951073
  2005. L 312.460461 112.954918
  2006. L 313.528691 111.915038
  2007. L 314.596921 112.282284
  2008. L 315.665151 113.833158
  2009. L 316.733381 111.843218
  2010. L 317.801612 112.320954
  2011. L 318.869842 113.330678
  2012. L 319.938072 112.35385
  2013. L 321.006302 112.180922
  2014. L 322.074532 112.475844
  2015. L 324.210992 112.005254
  2016. L 325.279222 113.757046
  2017. L 326.347452 112.704541
  2018. L 327.415682 112.654401
  2019. L 328.483912 113.072006
  2020. L 329.552142 113.263369
  2021. L 330.620373 112.1218
  2022. L 331.688603 112.785378
  2023. L 332.756833 113.282087
  2024. L 333.825063 112.755729
  2025. L 334.893293 112.525084
  2026. L 335.961523 113.036259
  2027. L 337.029753 111.466374
  2028. L 338.097983 112.668828
  2029. L 339.166213 112.781555
  2030. L 340.234443 111.88885
  2031. L 341.302673 113.872585
  2032. L 342.370904 113.01014
  2033. L 343.439134 112.311288
  2034. L 344.507364 113.101547
  2035. L 345.575594 113.04138
  2036. L 346.643824 112.065963
  2037. L 347.712054 112.207905
  2038. L 348.780284 112.838983
  2039. L 349.848514 112.118231
  2040. L 350.916744 111.677466
  2041. L 351.984974 112.904594
  2042. L 353.053204 111.793762
  2043. L 354.121434 111.927263
  2044. L 355.189665 113.654566
  2045. L 356.257895 112.569126
  2046. L 357.326125 112.518772
  2047. L 359.462585 113.423814
  2048. L 360.530815 112.611835
  2049. L 361.599045 112.260099
  2050. L 363.735505 112.822712
  2051. L 364.803735 110.780362
  2052. L 365.871965 112.763301
  2053. L 366.940195 113.236097
  2054. L 368.008426 111.98992
  2055. L 369.076656 113.46371
  2056. L 370.144886 112.494494
  2057. L 371.213116 112.019715
  2058. L 372.281346 113.155582
  2059. L 372.281346 113.155582
  2060. " style="fill:none;stroke:#38a9c5;stroke-linecap:round;stroke-width:0.8;"/>
  2061. </g>
  2062. <g id="text_10">
  2063. <g id="patch_12">
  2064. <path d="M 18.697188 108.96222
  2065. L 46.430938 108.96222
  2066. Q 48.830938 108.96222 48.830938 106.56222
  2067. L 48.830938 98.81972
  2068. Q 48.830938 96.41972 46.430938 96.41972
  2069. L 18.697188 96.41972
  2070. Q 16.297188 96.41972 16.297188 98.81972
  2071. L 16.297188 106.56222
  2072. Q 16.297188 108.96222 18.697188 108.96222
  2073. z
  2074. " style="fill:#ffffff;opacity:0.8;"/>
  2075. </g>
  2076. <!-- DVARS -->
  2077. <defs>
  2078. <path d="M 19.671875 64.796875
  2079. L 19.671875 8.109375
  2080. L 31.59375 8.109375
  2081. Q 46.6875 8.109375 53.6875 14.9375
  2082. Q 60.6875 21.78125 60.6875 36.53125
  2083. Q 60.6875 51.171875 53.6875 57.984375
  2084. Q 46.6875 64.796875 31.59375 64.796875
  2085. z
  2086. M 9.8125 72.90625
  2087. L 30.078125 72.90625
  2088. Q 51.265625 72.90625 61.171875 64.09375
  2089. Q 71.09375 55.28125 71.09375 36.53125
  2090. Q 71.09375 17.671875 61.125 8.828125
  2091. Q 51.171875 0 30.078125 0
  2092. L 9.8125 0
  2093. z
  2094. " id="DejaVuSans-44"/>
  2095. <path d="M 28.609375 0
  2096. L 0.78125 72.90625
  2097. L 11.078125 72.90625
  2098. L 34.1875 11.53125
  2099. L 57.328125 72.90625
  2100. L 67.578125 72.90625
  2101. L 39.796875 0
  2102. z
  2103. " id="DejaVuSans-56"/>
  2104. <path d="M 34.1875 63.1875
  2105. L 20.796875 26.90625
  2106. L 47.609375 26.90625
  2107. z
  2108. M 28.609375 72.90625
  2109. L 39.796875 72.90625
  2110. L 67.578125 0
  2111. L 57.328125 0
  2112. L 50.6875 18.703125
  2113. L 17.828125 18.703125
  2114. L 11.1875 0
  2115. L 0.78125 0
  2116. z
  2117. " id="DejaVuSans-41"/>
  2118. <path d="M 44.390625 34.1875
  2119. Q 47.5625 33.109375 50.5625 29.59375
  2120. Q 53.5625 26.078125 56.59375 19.921875
  2121. L 66.609375 0
  2122. L 56 0
  2123. L 46.6875 18.703125
  2124. Q 43.0625 26.03125 39.671875 28.421875
  2125. Q 36.28125 30.8125 30.421875 30.8125
  2126. L 19.671875 30.8125
  2127. L 19.671875 0
  2128. L 9.8125 0
  2129. L 9.8125 72.90625
  2130. L 32.078125 72.90625
  2131. Q 44.578125 72.90625 50.734375 67.671875
  2132. Q 56.890625 62.453125 56.890625 51.90625
  2133. Q 56.890625 45.015625 53.6875 40.46875
  2134. Q 50.484375 35.9375 44.390625 34.1875
  2135. z
  2136. M 19.671875 64.796875
  2137. L 19.671875 38.921875
  2138. L 32.078125 38.921875
  2139. Q 39.203125 38.921875 42.84375 42.21875
  2140. Q 46.484375 45.515625 46.484375 51.90625
  2141. Q 46.484375 58.296875 42.84375 61.546875
  2142. Q 39.203125 64.796875 32.078125 64.796875
  2143. z
  2144. " id="DejaVuSans-52"/>
  2145. </defs>
  2146. <g style="fill:#38a9c5;" transform="translate(18.697188 104.89847)scale(0.08 -0.08)">
  2147. <use xlink:href="#DejaVuSans-44"/>
  2148. <use x="76.986328" xlink:href="#DejaVuSans-56"/>
  2149. <use x="145.300781" xlink:href="#DejaVuSans-41"/>
  2150. <use x="213.708984" xlink:href="#DejaVuSans-52"/>
  2151. <use x="283.191406" xlink:href="#DejaVuSans-53"/>
  2152. </g>
  2153. </g>
  2154. <g id="text_11">
  2155. <g id="patch_13">
  2156. <path d="M 290.289663 105.826595
  2157. L 365.209663 105.826595
  2158. Q 366.409663 105.826595 366.409663 104.626595
  2159. L 366.409663 100.755345
  2160. Q 366.409663 99.555345 365.209663 99.555345
  2161. L 290.289663 99.555345
  2162. Q 289.089663 99.555345 289.089663 100.755345
  2163. L 289.089663 104.626595
  2164. Q 289.089663 105.826595 290.289663 105.826595
  2165. z
  2166. " style="fill:#ffffff;opacity:0.8;"/>
  2167. </g>
  2168. <!-- max: 1.443 $\bullet$ mean: 1.114 $\bullet$ $\sigma$: 0.038 -->
  2169. <g style="fill:#38a9c5;" transform="translate(290.289663 103.79472)scale(0.04 -0.04)">
  2170. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  2171. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  2172. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  2173. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2174. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  2175. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-31"/>
  2176. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2177. <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-34"/>
  2178. <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-34"/>
  2179. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-33"/>
  2180. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
  2181. <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
  2182. <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
  2183. <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
  2184. <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
  2185. <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
  2186. <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
  2187. <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2188. <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
  2189. <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-31"/>
  2190. <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2191. <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-31"/>
  2192. <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-31"/>
  2193. <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-34"/>
  2194. <use transform="translate(1331.152344 0.78125)" xlink:href="#DejaVuSans-20"/>
  2195. <use transform="translate(1362.939453 0.78125)" xlink:href="#DejaVuSans-2219"/>
  2196. <use transform="translate(1425.537109 0.78125)" xlink:href="#DejaVuSans-20"/>
  2197. <use transform="translate(1457.324219 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  2198. <use transform="translate(1520.703125 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2199. <use transform="translate(1554.394531 0.78125)" xlink:href="#DejaVuSans-20"/>
  2200. <use transform="translate(1586.181641 0.78125)" xlink:href="#DejaVuSans-30"/>
  2201. <use transform="translate(1649.804688 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2202. <use transform="translate(1681.591797 0.78125)" xlink:href="#DejaVuSans-30"/>
  2203. <use transform="translate(1745.214844 0.78125)" xlink:href="#DejaVuSans-33"/>
  2204. <use transform="translate(1808.837891 0.78125)" xlink:href="#DejaVuSans-38"/>
  2205. </g>
  2206. </g>
  2207. <g id="text_12">
  2208. <!-- 1.16 -->
  2209. <g style="fill:#d3d3d3;" transform="translate(11.0175 111.356535)scale(0.03 -0.03)">
  2210. <use xlink:href="#DejaVuSans-31"/>
  2211. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  2212. <use x="95.410156" xlink:href="#DejaVuSans-31"/>
  2213. <use x="159.033203" xlink:href="#DejaVuSans-36"/>
  2214. </g>
  2215. </g>
  2216. </g>
  2217. <g id="axes_5">
  2218. <g id="patch_14">
  2219. <path d="M 18.697188 148.249344
  2220. L 372.281346 148.249344
  2221. L 372.281346 122.702592
  2222. L 18.697188 122.702592
  2223. z
  2224. " style="fill:#ffffff;"/>
  2225. </g>
  2226. <g id="matplotlib.axis_9">
  2227. <g id="xtick_25"/>
  2228. <g id="xtick_26"/>
  2229. <g id="xtick_27"/>
  2230. <g id="xtick_28"/>
  2231. <g id="xtick_29"/>
  2232. <g id="xtick_30"/>
  2233. </g>
  2234. <g id="matplotlib.axis_10"/>
  2235. <g id="line2d_9">
  2236. <path clip-path="url(#p557fd71cae)" d="M 18.697188 135.081521
  2237. L 372.281346 135.081521
  2238. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  2239. </g>
  2240. <g id="line2d_10">
  2241. <path clip-path="url(#p557fd71cae)" d="M 19.765418 142.669757
  2242. L 20.833648 144.420934
  2243. L 21.901878 142.791469
  2244. L 22.970108 143.413114
  2245. L 24.038338 138.274144
  2246. L 25.106568 136.835378
  2247. L 26.174798 145.188418
  2248. L 27.243028 139.458363
  2249. L 28.311258 139.917763
  2250. L 29.379488 143.965668
  2251. L 30.447718 141.585469
  2252. L 31.515949 141.421752
  2253. L 32.584179 142.385206
  2254. L 33.652409 139.234916
  2255. L 34.720639 138.682973
  2256. L 35.788869 144.383576
  2257. L 36.857099 139.358215
  2258. L 37.925329 139.646318
  2259. L 38.993559 143.287157
  2260. L 40.061789 140.13544
  2261. L 41.130019 139.918915
  2262. L 42.198249 143.563114
  2263. L 43.266479 138.859425
  2264. L 44.33471 141.534613
  2265. L 45.40294 143.788853
  2266. L 46.47117 138.4627
  2267. L 47.5394 142.212646
  2268. L 48.60763 142.469339
  2269. L 49.67586 142.20921
  2270. L 50.74409 143.000065
  2271. L 52.88055 141.800712
  2272. L 53.94878 142.255013
  2273. L 55.01701 140.575918
  2274. L 56.085241 143.942712
  2275. L 57.153471 137.877005
  2276. L 58.221701 137.331758
  2277. L 59.289931 145.8966
  2278. L 60.358161 140.951178
  2279. L 61.426391 133.810149
  2280. L 62.494621 142.606196
  2281. L 63.562851 138.819443
  2282. L 64.631081 141.775489
  2283. L 65.699311 143.514955
  2284. L 66.767541 141.087158
  2285. L 67.835771 142.202159
  2286. L 68.904002 144.151501
  2287. L 69.972232 138.829454
  2288. L 71.040462 140.704504
  2289. L 72.108692 144.689643
  2290. L 73.176922 141.359979
  2291. L 74.245152 140.603012
  2292. L 75.313382 143.570189
  2293. L 76.381612 140.044422
  2294. L 77.449842 140.62099
  2295. L 78.518072 144.33198
  2296. L 79.586302 140.784688
  2297. L 80.654532 142.955942
  2298. L 81.722763 142.49589
  2299. L 82.790993 139.831486
  2300. L 83.859223 134.643029
  2301. L 84.927453 139.413616
  2302. L 85.995683 124.838694
  2303. L 87.063913 137.838897
  2304. L 88.132143 143.799607
  2305. L 89.200373 138.230804
  2306. L 90.268603 138.193147
  2307. L 91.336833 143.89306
  2308. L 92.405063 139.053714
  2309. L 93.473294 141.64021
  2310. L 94.541524 142.766893
  2311. L 95.609754 140.67481
  2312. L 96.677984 143.742828
  2313. L 97.746214 141.9249
  2314. L 98.814444 140.938029
  2315. L 99.882674 143.915448
  2316. L 100.950904 143.626839
  2317. L 102.019134 140.27929
  2318. L 103.087364 143.741089
  2319. L 104.155594 140.682321
  2320. L 105.223824 142.704319
  2321. L 106.292055 141.379511
  2322. L 107.360285 140.401387
  2323. L 108.428515 125.367528
  2324. L 109.496745 141.773529
  2325. L 110.564975 139.710824
  2326. L 111.633205 143.97211
  2327. L 112.701435 142.144357
  2328. L 113.769665 137.324973
  2329. L 114.837895 145.13468
  2330. L 115.906125 138.678839
  2331. L 116.974355 138.096702
  2332. L 118.042585 145.398806
  2333. L 119.110816 139.195124
  2334. L 120.179046 138.456472
  2335. L 121.247276 144.099565
  2336. L 122.315506 139.389367
  2337. L 123.383736 139.350048
  2338. L 124.451966 143.783857
  2339. L 125.520196 138.622413
  2340. L 126.588426 137.228055
  2341. L 127.656656 144.174235
  2342. L 128.724886 137.573533
  2343. L 129.793116 140.278705
  2344. L 130.861347 143.359337
  2345. L 131.929577 138.387455
  2346. L 132.997807 139.997725
  2347. L 134.066037 143.507182
  2348. L 135.134267 138.106188
  2349. L 136.202497 142.995299
  2350. L 137.270727 138.809698
  2351. L 138.338957 142.784773
  2352. L 139.407187 141.00548
  2353. L 140.475417 135.510583
  2354. L 141.543647 143.713937
  2355. L 142.611877 137.650381
  2356. L 143.680108 140.361877
  2357. L 144.748338 144.606222
  2358. L 145.816568 138.720251
  2359. L 146.884798 138.314952
  2360. L 147.953028 139.427438
  2361. L 149.021258 133.909696
  2362. L 150.089488 143.254627
  2363. L 151.157718 134.358572
  2364. L 152.225948 139.974335
  2365. L 153.294178 138.443436
  2366. L 154.362408 136.144319
  2367. L 155.430638 140.780195
  2368. L 156.498869 140.397218
  2369. L 157.567099 133.368251
  2370. L 158.635329 143.400742
  2371. L 159.703559 133.276574
  2372. L 160.771789 135.589988
  2373. L 161.840019 143.016774
  2374. L 162.908249 136.903643
  2375. L 163.976479 141.216363
  2376. L 165.044709 138.892511
  2377. L 166.112939 133.058398
  2378. L 167.181169 138.345768
  2379. L 168.2494 137.998314
  2380. L 169.31763 132.830484
  2381. L 170.38586 139.964382
  2382. L 171.45409 139.01125
  2383. L 172.52232 134.052667
  2384. L 173.59055 134.870569
  2385. L 174.65878 144.764427
  2386. L 175.72701 135.336123
  2387. L 176.79524 135.134164
  2388. L 177.86347 145.204503
  2389. L 178.9317 135.281711
  2390. L 179.99993 136.827571
  2391. L 181.068161 142.427056
  2392. L 182.136391 133.931704
  2393. L 183.204621 140.454486
  2394. L 184.272851 139.322345
  2395. L 185.341081 138.811928
  2396. L 186.409311 145.243469
  2397. L 187.477541 138.618715
  2398. L 188.545771 140.48451
  2399. L 189.614001 137.045002
  2400. L 190.682231 134.23988
  2401. L 191.750461 143.519952
  2402. L 192.818691 135.580918
  2403. L 193.886922 135.053652
  2404. L 194.955152 144.310737
  2405. L 196.023382 135.10939
  2406. L 197.091612 133.747387
  2407. L 198.159842 143.483578
  2408. L 199.228072 136.947631
  2409. L 200.296302 136.883015
  2410. L 201.364532 145.323013
  2411. L 202.432762 140.638179
  2412. L 203.500992 142.542178
  2413. L 204.569222 143.672167
  2414. L 205.637453 141.516885
  2415. L 206.705683 143.784659
  2416. L 207.773913 143.369824
  2417. L 208.842143 142.790395
  2418. L 209.910373 138.74911
  2419. L 210.978603 135.769249
  2420. L 212.046833 144.284613
  2421. L 213.115063 136.983695
  2422. L 214.183293 136.572756
  2423. L 215.251523 144.763929
  2424. L 216.319753 137.412665
  2425. L 217.387983 136.754007
  2426. L 218.456214 143.760996
  2427. L 219.524444 139.39158
  2428. L 220.592674 140.166905
  2429. L 221.660904 143.204291
  2430. L 222.729134 134.393207
  2431. L 223.797364 135.378963
  2432. L 224.865594 145.271946
  2433. L 225.933824 137.226591
  2434. L 227.002054 136.678843
  2435. L 228.070284 144.461531
  2436. L 229.138514 141.686151
  2437. L 230.206744 140.759061
  2438. L 231.274975 143.382903
  2439. L 232.343205 137.544547
  2440. L 233.411435 135.608352
  2441. L 234.479665 143.940002
  2442. L 235.547895 137.295744
  2443. L 236.616125 136.774329
  2444. L 237.684355 143.776525
  2445. L 238.752585 141.994556
  2446. L 239.820815 142.194414
  2447. L 240.889045 144.999086
  2448. L 241.957275 142.109064
  2449. L 243.025506 142.789303
  2450. L 244.093736 145.325258
  2451. L 245.161966 141.029572
  2452. L 246.230196 140.977932
  2453. L 247.298426 145.394118
  2454. L 248.366656 140.931939
  2455. L 249.434886 141.616923
  2456. L 250.503116 144.626481
  2457. L 251.571346 141.282893
  2458. L 252.639576 142.905781
  2459. L 253.707806 144.277116
  2460. L 254.776036 141.962101
  2461. L 255.844267 143.455471
  2462. L 256.912497 143.206155
  2463. L 257.980727 142.497251
  2464. L 259.048957 143.985562
  2465. L 260.117187 141.592081
  2466. L 261.185417 143.911894
  2467. L 262.253647 142.835763
  2468. L 263.321877 141.186405
  2469. L 264.390107 143.762508
  2470. L 265.458337 143.447029
  2471. L 266.526567 139.597822
  2472. L 267.594798 143.169041
  2473. L 268.663028 143.189366
  2474. L 269.731258 141.097524
  2475. L 270.799488 144.420374
  2476. L 271.867718 141.127839
  2477. L 272.935948 141.644394
  2478. L 274.004178 145.232213
  2479. L 275.072408 141.570623
  2480. L 276.140638 141.135446
  2481. L 277.208868 144.140833
  2482. L 278.277098 142.324262
  2483. L 279.345328 142.406863
  2484. L 280.413559 144.390965
  2485. L 281.481789 141.846602
  2486. L 282.550019 142.241456
  2487. L 283.618249 144.693631
  2488. L 284.686479 141.561628
  2489. L 285.754709 141.262006
  2490. L 286.822939 143.384618
  2491. L 287.891169 142.974775
  2492. L 288.959399 140.672838
  2493. L 290.027629 142.633943
  2494. L 291.095859 143.236691
  2495. L 292.164089 141.499677
  2496. L 293.23232 143.611092
  2497. L 294.30055 143.225813
  2498. L 295.36878 141.436028
  2499. L 296.43701 142.853576
  2500. L 297.50524 143.010436
  2501. L 298.57347 138.757994
  2502. L 299.6417 141.734479
  2503. L 300.70993 143.913637
  2504. L 301.77816 142.230898
  2505. L 302.84639 143.066012
  2506. L 303.91462 142.677852
  2507. L 304.982851 140.239365
  2508. L 306.051081 144.235036
  2509. L 307.119311 141.236168
  2510. L 308.187541 140.460905
  2511. L 309.255771 144.717122
  2512. L 310.324001 140.697769
  2513. L 311.392231 140.120477
  2514. L 312.460461 144.873249
  2515. L 313.528691 140.534237
  2516. L 314.596921 139.92889
  2517. L 315.665151 144.885158
  2518. L 316.733381 140.693555
  2519. L 317.801612 139.34803
  2520. L 318.869842 144.018123
  2521. L 319.938072 141.717733
  2522. L 321.006302 141.299485
  2523. L 322.074532 144.043244
  2524. L 323.142762 141.55175
  2525. L 324.210992 142.500519
  2526. L 325.279222 143.207208
  2527. L 326.347452 140.734565
  2528. L 327.415682 143.801389
  2529. L 328.483912 141.905257
  2530. L 329.552142 141.663534
  2531. L 330.620373 143.923713
  2532. L 331.688603 140.951968
  2533. L 332.756833 141.141193
  2534. L 333.825063 143.423648
  2535. L 334.893293 142.56196
  2536. L 335.961523 141.929908
  2537. L 337.029753 143.825892
  2538. L 338.097983 141.872188
  2539. L 339.166213 141.595842
  2540. L 340.234443 144.165189
  2541. L 341.302673 142.456325
  2542. L 342.370904 142.139967
  2543. L 343.439134 144.797624
  2544. L 344.507364 141.461762
  2545. L 345.575594 143.585136
  2546. L 346.643824 143.928373
  2547. L 347.712054 141.652263
  2548. L 348.780284 143.892214
  2549. L 349.848514 142.12665
  2550. L 350.916744 140.600457
  2551. L 351.984974 144.205179
  2552. L 353.053204 140.052291
  2553. L 354.121434 142.152971
  2554. L 355.189665 142.503964
  2555. L 356.257895 142.382812
  2556. L 357.326125 143.511616
  2557. L 358.394355 140.719997
  2558. L 359.462585 142.514767
  2559. L 360.530815 141.585489
  2560. L 361.599045 141.16093
  2561. L 362.667275 143.539227
  2562. L 363.735505 140.932857
  2563. L 364.803735 139.627426
  2564. L 365.871965 144.912985
  2565. L 366.940195 141.139698
  2566. L 368.008426 141.481967
  2567. L 369.076656 144.618085
  2568. L 370.144886 142.126377
  2569. L 371.213116 143.938769
  2570. L 372.281346 143.205978
  2571. L 372.281346 143.205978
  2572. " style="fill:none;stroke:#cc7af4;stroke-linecap:round;stroke-width:0.8;"/>
  2573. </g>
  2574. <g id="text_13">
  2575. <g id="patch_15">
  2576. <path d="M 18.697188 136.637868
  2577. L 29.458438 136.637868
  2578. Q 31.858438 136.637868 31.858438 134.237868
  2579. L 31.858438 126.495368
  2580. Q 31.858438 124.095368 29.458438 124.095368
  2581. L 18.697188 124.095368
  2582. Q 16.297188 124.095368 16.297188 126.495368
  2583. L 16.297188 134.237868
  2584. Q 16.297188 136.637868 18.697188 136.637868
  2585. z
  2586. " style="fill:#ffffff;opacity:0.8;"/>
  2587. </g>
  2588. <!-- FD -->
  2589. <g style="fill:#cc7af4;" transform="translate(18.697188 132.574118)scale(0.08 -0.08)">
  2590. <use xlink:href="#DejaVuSans-46"/>
  2591. <use x="57.519531" xlink:href="#DejaVuSans-44"/>
  2592. </g>
  2593. </g>
  2594. <g id="text_14">
  2595. <g id="patch_16">
  2596. <path d="M 290.289663 133.502243
  2597. L 365.209663 133.502243
  2598. Q 366.409663 133.502243 366.409663 132.302243
  2599. L 366.409663 128.430993
  2600. Q 366.409663 127.230993 365.209663 127.230993
  2601. L 290.289663 127.230993
  2602. Q 289.089663 127.230993 289.089663 128.430993
  2603. L 289.089663 132.302243
  2604. Q 289.089663 133.502243 290.289663 133.502243
  2605. z
  2606. " style="fill:#ffffff;opacity:0.8;"/>
  2607. </g>
  2608. <!-- max: 0.838 $\bullet$ mean: 0.204 $\bullet$ $\sigma$: 0.123 -->
  2609. <g style="fill:#cc7af4;" transform="translate(290.289663 131.470368)scale(0.04 -0.04)">
  2610. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  2611. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  2612. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  2613. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2614. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  2615. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-30"/>
  2616. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2617. <use transform="translate(378.728516 0.78125)" xlink:href="#DejaVuSans-38"/>
  2618. <use transform="translate(442.351562 0.78125)" xlink:href="#DejaVuSans-33"/>
  2619. <use transform="translate(505.974609 0.78125)" xlink:href="#DejaVuSans-38"/>
  2620. <use transform="translate(569.597656 0.78125)" xlink:href="#DejaVuSans-20"/>
  2621. <use transform="translate(601.384766 0.78125)" xlink:href="#DejaVuSans-2219"/>
  2622. <use transform="translate(663.982422 0.78125)" xlink:href="#DejaVuSans-20"/>
  2623. <use transform="translate(695.769531 0.78125)" xlink:href="#DejaVuSans-6d"/>
  2624. <use transform="translate(793.181641 0.78125)" xlink:href="#DejaVuSans-65"/>
  2625. <use transform="translate(854.705078 0.78125)" xlink:href="#DejaVuSans-61"/>
  2626. <use transform="translate(915.984375 0.78125)" xlink:href="#DejaVuSans-6e"/>
  2627. <use transform="translate(979.363281 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2628. <use transform="translate(1013.054688 0.78125)" xlink:href="#DejaVuSans-20"/>
  2629. <use transform="translate(1044.841797 0.78125)" xlink:href="#DejaVuSans-30"/>
  2630. <use transform="translate(1108.464844 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2631. <use transform="translate(1140.173828 0.78125)" xlink:href="#DejaVuSans-32"/>
  2632. <use transform="translate(1203.796875 0.78125)" xlink:href="#DejaVuSans-30"/>
  2633. <use transform="translate(1267.419922 0.78125)" xlink:href="#DejaVuSans-34"/>
  2634. <use transform="translate(1331.042969 0.78125)" xlink:href="#DejaVuSans-20"/>
  2635. <use transform="translate(1362.830078 0.78125)" xlink:href="#DejaVuSans-2219"/>
  2636. <use transform="translate(1425.427734 0.78125)" xlink:href="#DejaVuSans-20"/>
  2637. <use transform="translate(1457.214844 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  2638. <use transform="translate(1520.59375 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2639. <use transform="translate(1554.285156 0.78125)" xlink:href="#DejaVuSans-20"/>
  2640. <use transform="translate(1586.072266 0.78125)" xlink:href="#DejaVuSans-30"/>
  2641. <use transform="translate(1649.695312 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2642. <use transform="translate(1681.482422 0.78125)" xlink:href="#DejaVuSans-31"/>
  2643. <use transform="translate(1745.105469 0.78125)" xlink:href="#DejaVuSans-32"/>
  2644. <use transform="translate(1808.728516 0.78125)" xlink:href="#DejaVuSans-33"/>
  2645. </g>
  2646. </g>
  2647. <g id="text_15">
  2648. <!-- 0.44 -->
  2649. <g style="fill:#d3d3d3;" transform="translate(11.0175 135.909334)scale(0.03 -0.03)">
  2650. <use xlink:href="#DejaVuSans-30"/>
  2651. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  2652. <use x="95.410156" xlink:href="#DejaVuSans-34"/>
  2653. <use x="159.033203" xlink:href="#DejaVuSans-34"/>
  2654. </g>
  2655. </g>
  2656. </g>
  2657. <g id="axes_6">
  2658. <g id="patch_17">
  2659. <path d="M 15.161346 278.112
  2660. L 18.697188 278.112
  2661. L 18.697188 150.37824
  2662. L 15.161346 150.37824
  2663. z
  2664. " style="fill:#ffffff;"/>
  2665. </g>
  2666. <g clip-path="url(#pa7f0adaac4)">
  2667. <image height="947" id="imagef3cfa6e005" transform="matrix(4 0 0 0.135164 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
  2668. iVBORw0KGgoAAAANSUhEUgAAAAEAAAOzCAYAAAB5/2xqAAAABHNCSVQICAgIfAhkiAAAAERJREFUWIXt1yERQCEABNEbFClgUGAoRBGKkQX9m3wkhgAn1jy9dpXn+oMkAQAAAABY8cXhkHHpJTlkgCnatfFWAABPDoeaDX5cwD8eAAAAAElFTkSuQmCC"/>
  2669. </g>
  2670. <g id="matplotlib.axis_11"/>
  2671. <g id="matplotlib.axis_12"/>
  2672. </g>
  2673. <g id="axes_7">
  2674. <g id="patch_18">
  2675. <path d="M 18.697188 278.112
  2676. L 372.281346 278.112
  2677. L 372.281346 150.37824
  2678. L 18.697188 150.37824
  2679. z
  2680. " style="fill:#ffffff;"/>
  2681. </g>
  2682. <g clip-path="url(#p292a193c5d)">
  2683. <image height="128.16" id="image443b834fc6" transform="scale(1 -1)translate(0 -128.16)" width="354.24" x="18.697188" xlink:href="data:image/png;base64,
  2684. 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" y="-149.952"/>
  2685. </g>
  2686. <g id="matplotlib.axis_13">
  2687. <g id="xtick_31">
  2688. <g id="line2d_11">
  2689. <defs>
  2690. <path d="M 0 0
  2691. L 0 4.8
  2692. " id="m70fc3ac458" style="stroke:#262626;"/>
  2693. </defs>
  2694. <g>
  2695. <use style="fill:#262626;stroke:#262626;" x="19.229694" xlink:href="#m70fc3ac458" y="278.112"/>
  2696. </g>
  2697. </g>
  2698. <g id="text_16">
  2699. <!-- 0.00 -->
  2700. <g style="fill:#262626;" transform="translate(13.663288 290.211219)scale(0.05 -0.05)">
  2701. <use xlink:href="#DejaVuSans-30"/>
  2702. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  2703. <use x="95.410156" xlink:href="#DejaVuSans-30"/>
  2704. <use x="159.033203" xlink:href="#DejaVuSans-30"/>
  2705. </g>
  2706. </g>
  2707. </g>
  2708. <g id="xtick_32">
  2709. <g id="line2d_12">
  2710. <g>
  2711. <use style="fill:#262626;stroke:#262626;" x="89.52052" xlink:href="#m70fc3ac458" y="278.112"/>
  2712. </g>
  2713. </g>
  2714. <g id="text_17">
  2715. <!-- 66.00 -->
  2716. <g style="fill:#262626;" transform="translate(82.363489 290.211219)scale(0.05 -0.05)">
  2717. <use xlink:href="#DejaVuSans-36"/>
  2718. <use x="63.623047" xlink:href="#DejaVuSans-36"/>
  2719. <use x="127.246094" xlink:href="#DejaVuSans-2e"/>
  2720. <use x="159.033203" xlink:href="#DejaVuSans-30"/>
  2721. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  2722. </g>
  2723. </g>
  2724. </g>
  2725. <g id="xtick_33">
  2726. <g id="line2d_13">
  2727. <g>
  2728. <use style="fill:#262626;stroke:#262626;" x="159.811347" xlink:href="#m70fc3ac458" y="278.112"/>
  2729. </g>
  2730. </g>
  2731. <g id="text_18">
  2732. <!-- 132.00 -->
  2733. <g style="fill:#262626;" transform="translate(151.063691 290.211219)scale(0.05 -0.05)">
  2734. <use xlink:href="#DejaVuSans-31"/>
  2735. <use x="63.623047" xlink:href="#DejaVuSans-33"/>
  2736. <use x="127.246094" xlink:href="#DejaVuSans-32"/>
  2737. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  2738. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  2739. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  2740. </g>
  2741. </g>
  2742. </g>
  2743. <g id="xtick_34">
  2744. <g id="line2d_14">
  2745. <g>
  2746. <use style="fill:#262626;stroke:#262626;" x="230.102174" xlink:href="#m70fc3ac458" y="278.112"/>
  2747. </g>
  2748. </g>
  2749. <g id="text_19">
  2750. <!-- 198.00 -->
  2751. <g style="fill:#262626;" transform="translate(221.354518 290.211219)scale(0.05 -0.05)">
  2752. <use xlink:href="#DejaVuSans-31"/>
  2753. <use x="63.623047" xlink:href="#DejaVuSans-39"/>
  2754. <use x="127.246094" xlink:href="#DejaVuSans-38"/>
  2755. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  2756. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  2757. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  2758. </g>
  2759. </g>
  2760. </g>
  2761. <g id="xtick_35">
  2762. <g id="line2d_15">
  2763. <g>
  2764. <use style="fill:#262626;stroke:#262626;" x="300.393" xlink:href="#m70fc3ac458" y="278.112"/>
  2765. </g>
  2766. </g>
  2767. <g id="text_20">
  2768. <!-- 264.00 -->
  2769. <g style="fill:#262626;" transform="translate(291.645344 290.211219)scale(0.05 -0.05)">
  2770. <use xlink:href="#DejaVuSans-32"/>
  2771. <use x="63.623047" xlink:href="#DejaVuSans-36"/>
  2772. <use x="127.246094" xlink:href="#DejaVuSans-34"/>
  2773. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  2774. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  2775. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  2776. </g>
  2777. </g>
  2778. </g>
  2779. <g id="xtick_36">
  2780. <g id="line2d_16">
  2781. <g>
  2782. <use style="fill:#262626;stroke:#262626;" x="370.683827" xlink:href="#m70fc3ac458" y="278.112"/>
  2783. </g>
  2784. </g>
  2785. <g id="text_21">
  2786. <!-- 330.00 -->
  2787. <g style="fill:#262626;" transform="translate(361.936171 290.211219)scale(0.05 -0.05)">
  2788. <use xlink:href="#DejaVuSans-33"/>
  2789. <use x="63.623047" xlink:href="#DejaVuSans-33"/>
  2790. <use x="127.246094" xlink:href="#DejaVuSans-30"/>
  2791. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  2792. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  2793. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  2794. </g>
  2795. </g>
  2796. </g>
  2797. <g id="text_22">
  2798. <!-- time (s) -->
  2799. <defs>
  2800. <path d="M 18.3125 70.21875
  2801. L 18.3125 54.6875
  2802. L 36.8125 54.6875
  2803. L 36.8125 47.703125
  2804. L 18.3125 47.703125
  2805. L 18.3125 18.015625
  2806. Q 18.3125 11.328125 20.140625 9.421875
  2807. Q 21.96875 7.515625 27.59375 7.515625
  2808. L 36.8125 7.515625
  2809. L 36.8125 0
  2810. L 27.59375 0
  2811. Q 17.1875 0 13.234375 3.875
  2812. Q 9.28125 7.765625 9.28125 18.015625
  2813. L 9.28125 47.703125
  2814. L 2.6875 47.703125
  2815. L 2.6875 54.6875
  2816. L 9.28125 54.6875
  2817. L 9.28125 70.21875
  2818. z
  2819. " id="DejaVuSans-74"/>
  2820. <path d="M 9.421875 54.6875
  2821. L 18.40625 54.6875
  2822. L 18.40625 0
  2823. L 9.421875 0
  2824. z
  2825. M 9.421875 75.984375
  2826. L 18.40625 75.984375
  2827. L 18.40625 64.59375
  2828. L 9.421875 64.59375
  2829. z
  2830. " id="DejaVuSans-69"/>
  2831. <path d="M 31 75.875
  2832. Q 24.46875 64.65625 21.28125 53.65625
  2833. Q 18.109375 42.671875 18.109375 31.390625
  2834. Q 18.109375 20.125 21.3125 9.0625
  2835. Q 24.515625 -2 31 -13.1875
  2836. L 23.1875 -13.1875
  2837. Q 15.875 -1.703125 12.234375 9.375
  2838. Q 8.59375 20.453125 8.59375 31.390625
  2839. Q 8.59375 42.28125 12.203125 53.3125
  2840. Q 15.828125 64.359375 23.1875 75.875
  2841. z
  2842. " id="DejaVuSans-28"/>
  2843. <path d="M 44.28125 53.078125
  2844. L 44.28125 44.578125
  2845. Q 40.484375 46.53125 36.375 47.5
  2846. Q 32.28125 48.484375 27.875 48.484375
  2847. Q 21.1875 48.484375 17.84375 46.4375
  2848. Q 14.5 44.390625 14.5 40.28125
  2849. Q 14.5 37.15625 16.890625 35.375
  2850. Q 19.28125 33.59375 26.515625 31.984375
  2851. L 29.59375 31.296875
  2852. Q 39.15625 29.25 43.1875 25.515625
  2853. Q 47.21875 21.78125 47.21875 15.09375
  2854. Q 47.21875 7.46875 41.1875 3.015625
  2855. Q 35.15625 -1.421875 24.609375 -1.421875
  2856. Q 20.21875 -1.421875 15.453125 -0.5625
  2857. Q 10.6875 0.296875 5.421875 2
  2858. L 5.421875 11.28125
  2859. Q 10.40625 8.6875 15.234375 7.390625
  2860. Q 20.0625 6.109375 24.8125 6.109375
  2861. Q 31.15625 6.109375 34.5625 8.28125
  2862. Q 37.984375 10.453125 37.984375 14.40625
  2863. Q 37.984375 18.0625 35.515625 20.015625
  2864. Q 33.0625 21.96875 24.703125 23.78125
  2865. L 21.578125 24.515625
  2866. Q 13.234375 26.265625 9.515625 29.90625
  2867. Q 5.8125 33.546875 5.8125 39.890625
  2868. Q 5.8125 47.609375 11.28125 51.796875
  2869. Q 16.75 56 26.8125 56
  2870. Q 31.78125 56 36.171875 55.265625
  2871. Q 40.578125 54.546875 44.28125 53.078125
  2872. z
  2873. " id="DejaVuSans-73"/>
  2874. <path d="M 8.015625 75.875
  2875. L 15.828125 75.875
  2876. Q 23.140625 64.359375 26.78125 53.3125
  2877. Q 30.421875 42.28125 30.421875 31.390625
  2878. Q 30.421875 20.453125 26.78125 9.375
  2879. Q 23.140625 -1.703125 15.828125 -13.1875
  2880. L 8.015625 -13.1875
  2881. Q 14.5 -2 17.703125 9.0625
  2882. Q 20.90625 20.125 20.90625 31.390625
  2883. Q 20.90625 42.671875 17.703125 53.65625
  2884. Q 14.5 64.65625 8.015625 75.875
  2885. z
  2886. " id="DejaVuSans-29"/>
  2887. </defs>
  2888. <g style="fill:#262626;" transform="translate(180.596667 301.086663)scale(0.0768 -0.0768)">
  2889. <use xlink:href="#DejaVuSans-74"/>
  2890. <use x="39.208984" xlink:href="#DejaVuSans-69"/>
  2891. <use x="66.992188" xlink:href="#DejaVuSans-6d"/>
  2892. <use x="164.404297" xlink:href="#DejaVuSans-65"/>
  2893. <use x="225.927734" xlink:href="#DejaVuSans-20"/>
  2894. <use x="257.714844" xlink:href="#DejaVuSans-28"/>
  2895. <use x="296.728516" xlink:href="#DejaVuSans-73"/>
  2896. <use x="348.828125" xlink:href="#DejaVuSans-29"/>
  2897. </g>
  2898. </g>
  2899. </g>
  2900. <g id="matplotlib.axis_14"/>
  2901. </g>
  2902. </g>
  2903. <defs>
  2904. <clipPath id="pee30099875">
  2905. <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
  2906. </clipPath>
  2907. <clipPath id="p6b1277f01b">
  2908. <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
  2909. </clipPath>
  2910. <clipPath id="pbb3befd54a">
  2911. <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
  2912. </clipPath>
  2913. <clipPath id="p31efd4bb52">
  2914. <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
  2915. </clipPath>
  2916. <clipPath id="p557fd71cae">
  2917. <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
  2918. </clipPath>
  2919. <clipPath id="pa7f0adaac4">
  2920. <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
  2921. </clipPath>
  2922. <clipPath id="p292a193c5d">
  2923. <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
  2924. </clipPath>
  2925. </defs>
  2926. </svg>