1234567891011121314151617181920212223242526272829303132333435363738394041424344454647484950515253545556575859606162636465666768697071727374757677787980818283848586878889909192939495969798991001011021031041051061071081091101111121131141151161171181191201211221231241251261271281291301311321331341351361371381391401411421431441451461471481491501511521531541551561571581591601611621631641651661671681691701711721731741751761771781791801811821831841851861871881891901911921931941951961971981992002012022032042052062072082092102112122132142152162172182192202212222232242252262272282292302312322332342352362372382392402412422432442452462472482492502512522532542552562572582592602612622632642652662672682692702712722732742752762772782792802812822832842852862872882892902912922932942952962972982993003013023033043053063073083093103113123133143153163173183193203213223233243253263273283293303313323333343353363373383393403413423433443453463473483493503513523533543553563573583593603613623633643653663673683693703713723733743753763773783793803813823833843853863873883893903913923933943953963973983994004014024034044054064074084094104114124134144154164174184194204214224234244254264274284294304314324334344354364374384394404414424434444454464474484494504514524534544554564574584594604614624634644654664674684694704714724734744754764774784794804814824834844854864874884894904914924934944954964974984995005015025035045055065075085095105115125135145155165175185195205215225235245255265275285295305315325335345355365375385395405415425435445455465475485495505515525535545555565575585595605615625635645655665675685695705715725735745755765775785795805815825835845855865875885895905915925935945955965975985996006016026036046056066076086096106116126136146156166176186196206216226236246256266276286296306316326336346356366376386396406416426436446456466476486496506516526536546556566576586596606616626636646656666676686696706716726736746756766776786796806816826836846856866876886896906916926936946956966976986997007017027037047057067077087097107117127137147157167177187197207217227237247257267277287297307317327337347357367377387397407417427437447457467477487497507517527537547557567577587597607617627637647657667677687697707717727737747757767777787797807817827837847857867877887897907917927937947957967977987998008018028038048058068078088098108118128138148158168178188198208218228238248258268278288298308318328338348358368378388398408418428438448458468478488498508518528538548558568578588598608618628638648658668678688698708718728738748758768778788798808818828838848858868878888898908918928938948958968978988999009019029039049059069079089099109119129139149159169179189199209219229239249259269279289299309319329339349359369379389399409419429439449459469479489499509519529539549559569579589599609619629639649659669679689699709719729739749759769779789799809819829839849859869879889899909919929939949959969979989991000100110021003100410051006100710081009101010111012101310141015101610171018101910201021102210231024102510261027102810291030103110321033103410351036103710381039104010411042104310441045104610471048104910501051105210531054105510561057105810591060106110621063106410651066106710681069107010711072107310741075107610771078107910801081108210831084108510861087108810891090109110921093109410951096109710981099110011011102110311041105110611071108110911101111111211131114111511161117111811191120112111221123112411251126112711281129113011311132113311341135113611371138113911401141114211431144114511461147114811491150115111521153115411551156115711581159116011611162116311641165116611671168116911701171117211731174117511761177117811791180118111821183118411851186118711881189119011911192119311941195119611971198119912001201120212031204120512061207120812091210121112121213121412151216121712181219122012211222122312241225122612271228122912301231123212331234123512361237123812391240124112421243124412451246124712481249125012511252125312541255125612571258125912601261126212631264126512661267126812691270127112721273127412751276127712781279128012811282128312841285128612871288128912901291129212931294129512961297129812991300130113021303130413051306130713081309131013111312131313141315131613171318131913201321132213231324132513261327132813291330133113321333133413351336133713381339134013411342134313441345134613471348134913501351135213531354135513561357135813591360136113621363136413651366136713681369137013711372137313741375137613771378137913801381138213831384138513861387138813891390139113921393139413951396139713981399140014011402140314041405140614071408140914101411141214131414141514161417141814191420142114221423142414251426142714281429143014311432143314341435143614371438143914401441144214431444144514461447144814491450145114521453145414551456145714581459146014611462146314641465146614671468146914701471147214731474147514761477147814791480148114821483148414851486148714881489149014911492149314941495149614971498149915001501150215031504150515061507150815091510151115121513151415151516151715181519152015211522152315241525152615271528152915301531153215331534153515361537153815391540154115421543154415451546154715481549155015511552155315541555155615571558155915601561156215631564156515661567156815691570157115721573157415751576157715781579158015811582158315841585158615871588158915901591159215931594159515961597159815991600160116021603160416051606160716081609161016111612161316141615161616171618161916201621162216231624162516261627162816291630163116321633163416351636163716381639164016411642164316441645164616471648164916501651165216531654165516561657165816591660166116621663166416651666166716681669167016711672167316741675167616771678167916801681168216831684168516861687168816891690169116921693169416951696169716981699170017011702170317041705170617071708170917101711171217131714171517161717171817191720172117221723172417251726172717281729173017311732173317341735173617371738173917401741174217431744174517461747174817491750175117521753175417551756175717581759176017611762176317641765176617671768176917701771177217731774177517761777177817791780178117821783178417851786178717881789179017911792179317941795179617971798179918001801180218031804180518061807180818091810181118121813181418151816181718181819182018211822182318241825182618271828182918301831183218331834183518361837183818391840184118421843184418451846184718481849185018511852185318541855185618571858185918601861186218631864186518661867186818691870187118721873187418751876187718781879188018811882188318841885188618871888188918901891189218931894189518961897189818991900190119021903190419051906190719081909191019111912191319141915191619171918191919201921192219231924192519261927192819291930193119321933193419351936193719381939194019411942194319441945194619471948194919501951195219531954195519561957195819591960196119621963196419651966196719681969197019711972197319741975197619771978197919801981198219831984198519861987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023202420252026202720282029203020312032203320342035203620372038203920402041204220432044204520462047204820492050205120522053205420552056205720582059206020612062206320642065206620672068206920702071207220732074207520762077207820792080208120822083208420852086208720882089209020912092209320942095209620972098209921002101210221032104210521062107210821092110211121122113211421152116211721182119212021212122212321242125212621272128212921302131213221332134213521362137213821392140214121422143214421452146214721482149215021512152215321542155215621572158215921602161216221632164216521662167216821692170217121722173217421752176217721782179218021812182218321842185218621872188218921902191219221932194219521962197219821992200220122022203220422052206220722082209221022112212221322142215221622172218221922202221222222232224222522262227222822292230223122322233223422352236223722382239224022412242224322442245224622472248224922502251225222532254225522562257225822592260226122622263226422652266226722682269227022712272227322742275227622772278227922802281228222832284228522862287228822892290229122922293229422952296229722982299230023012302230323042305230623072308230923102311231223132314231523162317231823192320232123222323232423252326232723282329233023312332233323342335233623372338233923402341234223432344234523462347234823492350235123522353235423552356235723582359236023612362236323642365236623672368236923702371237223732374237523762377237823792380238123822383238423852386238723882389239023912392239323942395239623972398239924002401240224032404240524062407240824092410241124122413 |
- <?xml version="1.0" encoding="utf-8" standalone="no"?>
- <!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
- "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
- <!-- Created with matplotlib (http://matplotlib.org/) -->
- <svg height="309.883863pt" version="1.1" viewBox="0 0 384.435181 309.883863" width="384.435181pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
- <defs>
- <style type="text/css">
- *{stroke-linecap:butt;stroke-linejoin:round;}
- </style>
- </defs>
- <g id="figure_1">
- <g id="patch_1">
- <path d="M 0 309.883863
- L 384.435181 309.883863
- L 384.435181 0
- L 0 0
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="axes_1">
- <g id="patch_2">
- <path d="M 18.697188 37.546752
- L 372.281346 37.546752
- L 372.281346 12
- L 18.697188 12
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_1">
- <g id="xtick_1"/>
- <g id="xtick_2"/>
- <g id="xtick_3"/>
- <g id="xtick_4"/>
- <g id="xtick_5"/>
- <g id="xtick_6"/>
- </g>
- <g id="matplotlib.axis_2"/>
- <g id="line2d_1">
- <path clip-path="url(#p857376630e)" d="M 18.697188 23.362025
- L 372.281346 23.362025
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_2">
- <path clip-path="url(#p857376630e)" d="M 18.697188 23.396966
- L 21.745327 24.391934
- L 23.269396 24.656678
- L 24.793466 24.430459
- L 29.365675 24.31027
- L 30.889745 24.456069
- L 33.937884 24.438571
- L 35.461954 24.519898
- L 36.986023 24.481868
- L 38.510093 24.326746
- L 41.558232 23.365467
- L 44.606372 23.610301
- L 47.654511 24.059653
- L 50.70265 24.371855
- L 52.22672 24.455426
- L 56.798929 24.317887
- L 64.419277 24.46259
- L 65.943347 24.263992
- L 67.467416 24.384518
- L 68.991486 24.186394
- L 70.515556 24.895771
- L 72.039625 24.303539
- L 73.563695 23.935261
- L 76.611834 23.693756
- L 78.135904 24.028629
- L 79.659973 24.076572
- L 81.184043 24.40544
- L 85.756252 24.418808
- L 88.804391 24.22139
- L 90.328461 24.268385
- L 91.852531 24.157351
- L 94.90067 24.057557
- L 97.948809 23.887539
- L 99.472879 24.009319
- L 100.996949 24.246589
- L 102.521018 24.121638
- L 104.045088 24.403006
- L 107.093227 24.301295
- L 108.617297 23.994497
- L 110.141366 23.966327
- L 111.665436 23.820529
- L 113.189506 23.882082
- L 114.713575 24.138009
- L 116.237645 23.902909
- L 117.761715 24.046253
- L 119.285784 23.923589
- L 120.809854 23.945553
- L 122.333924 23.81602
- L 129.954272 23.949493
- L 133.002411 23.417561
- L 134.526481 23.126701
- L 137.57462 23.166933
- L 139.09869 23.34858
- L 140.622759 23.733724
- L 142.146829 23.953022
- L 145.194968 24.184024
- L 146.719038 23.962198
- L 149.767177 23.71373
- L 152.815317 24.015166
- L 154.339386 24.277297
- L 155.863456 24.395843
- L 157.387525 24.121017
- L 158.911595 24.366714
- L 161.959734 24.330328
- L 163.483804 24.49728
- L 166.531943 24.477254
- L 171.104152 24.28564
- L 172.628222 24.475189
- L 174.152292 24.326852
- L 178.724501 24.308953
- L 180.24857 24.15063
- L 186.344849 24.273252
- L 189.392988 23.843083
- L 190.917058 24.091583
- L 192.441127 23.871906
- L 193.965197 23.845728
- L 195.489267 23.693556
- L 198.537406 23.695536
- L 200.061476 23.354817
- L 203.109615 23.678829
- L 204.633685 24.083503
- L 206.157754 23.893239
- L 207.681824 24.041565
- L 212.254033 24.133901
- L 215.302172 24.212889
- L 216.826242 24.027301
- L 225.97066 24.368895
- L 227.494729 24.114348
- L 232.066938 24.065415
- L 233.591008 24.361721
- L 235.115078 24.222907
- L 236.639147 23.90647
- L 239.687287 24.062687
- L 241.211356 23.619393
- L 242.735426 23.825691
- L 244.259495 23.864922
- L 245.783565 23.676595
- L 247.307635 23.777843
- L 248.831704 24.009688
- L 250.355774 23.684833
- L 251.879844 24.017009
- L 253.403913 23.789452
- L 254.927983 23.8639
- L 256.452053 24.132647
- L 257.976122 24.23479
- L 259.500192 24.098389
- L 261.024262 23.836004
- L 262.548331 23.255834
- L 264.072401 23.178647
- L 276.264958 24.713902
- L 280.837167 24.431428
- L 283.885306 24.056672
- L 288.457515 24.228153
- L 289.981585 24.345266
- L 296.077863 24.138083
- L 299.126003 24.294405
- L 302.174142 24.18887
- L 303.698212 24.288569
- L 305.222281 24.029903
- L 306.746351 23.530786
- L 308.270421 23.148761
- L 309.79449 22.561933
- L 311.31856 22.732509
- L 314.366699 23.563686
- L 315.890769 24.089287
- L 317.414839 24.35461
- L 318.938908 24.324092
- L 321.987048 24.612591
- L 323.511117 24.417438
- L 325.035187 24.494499
- L 326.559256 24.419545
- L 328.083326 24.657848
- L 332.655535 24.376817
- L 334.179605 24.505297
- L 335.703674 24.172015
- L 337.227744 24.188501
- L 338.751814 24.31815
- L 344.848092 23.917742
- L 346.372162 23.984858
- L 349.420301 23.589432
- L 352.46844 23.548031
- L 355.51658 23.439999
- L 357.040649 23.787766
- L 358.564719 23.612587
- L 363.136928 23.940391
- L 366.185067 23.838554
- L 367.709137 23.356861
- L 370.757276 23.562021
- L 372.281346 23.519704
- L 372.281346 23.519704
- " style="fill:none;stroke:#f77189;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_1">
- <g id="patch_3">
- <path d="M 18.697188 25.935276
- L 29.974688 25.935276
- Q 32.374688 25.935276 32.374688 23.535276
- L 32.374688 15.792776
- Q 32.374688 13.392776 29.974688 13.392776
- L 18.697188 13.392776
- Q 16.297188 13.392776 16.297188 15.792776
- L 16.297188 23.535276
- Q 16.297188 25.935276 18.697188 25.935276
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- GS -->
- <defs>
- <path d="M 59.515625 10.40625
- L 59.515625 29.984375
- L 43.40625 29.984375
- L 43.40625 38.09375
- L 69.28125 38.09375
- L 69.28125 6.78125
- Q 63.578125 2.734375 56.6875 0.65625
- Q 49.8125 -1.421875 42 -1.421875
- Q 24.90625 -1.421875 15.25 8.5625
- Q 5.609375 18.5625 5.609375 36.375
- Q 5.609375 54.25 15.25 64.234375
- Q 24.90625 74.21875 42 74.21875
- Q 49.125 74.21875 55.546875 72.453125
- Q 61.96875 70.703125 67.390625 67.28125
- L 67.390625 56.78125
- Q 61.921875 61.421875 55.765625 63.765625
- Q 49.609375 66.109375 42.828125 66.109375
- Q 29.4375 66.109375 22.71875 58.640625
- Q 16.015625 51.171875 16.015625 36.375
- Q 16.015625 21.625 22.71875 14.15625
- Q 29.4375 6.6875 42.828125 6.6875
- Q 48.046875 6.6875 52.140625 7.59375
- Q 56.25 8.5 59.515625 10.40625
- z
- " id="DejaVuSans-47"/>
- <path d="M 53.515625 70.515625
- L 53.515625 60.890625
- Q 47.90625 63.578125 42.921875 64.890625
- Q 37.9375 66.21875 33.296875 66.21875
- Q 25.25 66.21875 20.875 63.09375
- Q 16.5 59.96875 16.5 54.203125
- Q 16.5 49.359375 19.40625 46.890625
- Q 22.3125 44.4375 30.421875 42.921875
- L 36.375 41.703125
- Q 47.40625 39.59375 52.65625 34.296875
- Q 57.90625 29 57.90625 20.125
- Q 57.90625 9.515625 50.796875 4.046875
- Q 43.703125 -1.421875 29.984375 -1.421875
- Q 24.8125 -1.421875 18.96875 -0.25
- Q 13.140625 0.921875 6.890625 3.21875
- L 6.890625 13.375
- Q 12.890625 10.015625 18.65625 8.296875
- Q 24.421875 6.59375 29.984375 6.59375
- Q 38.421875 6.59375 43.015625 9.90625
- Q 47.609375 13.234375 47.609375 19.390625
- Q 47.609375 24.75 44.3125 27.78125
- Q 41.015625 30.8125 33.5 32.328125
- L 27.484375 33.5
- Q 16.453125 35.6875 11.515625 40.375
- Q 6.59375 45.0625 6.59375 53.421875
- Q 6.59375 63.09375 13.40625 68.65625
- Q 20.21875 74.21875 32.171875 74.21875
- Q 37.3125 74.21875 42.625 73.28125
- Q 47.953125 72.359375 53.515625 70.515625
- z
- " id="DejaVuSans-53"/>
- </defs>
- <g style="fill:#f77189;" transform="translate(18.697188 21.871526)scale(0.08 -0.08)">
- <use xlink:href="#DejaVuSans-47"/>
- <use x="77.490234" xlink:href="#DejaVuSans-53"/>
- </g>
- </g>
- <g id="text_2">
- <g id="patch_4">
- <path d="M 280.129663 22.799651
- L 365.209663 22.799651
- Q 366.409663 22.799651 366.409663 21.599651
- L 366.409663 17.728401
- Q 366.409663 16.528401 365.209663 16.528401
- L 280.129663 16.528401
- Q 278.929663 16.528401 278.929663 17.728401
- L 278.929663 21.599651
- Q 278.929663 22.799651 280.129663 22.799651
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 611.937 $\bullet$ mean: 603.286 $\bullet$ $\sigma$: 2.133 -->
- <defs>
- <path d="M 52 44.1875
- Q 55.375 50.25 60.0625 53.125
- Q 64.75 56 71.09375 56
- Q 79.640625 56 84.28125 50.015625
- Q 88.921875 44.046875 88.921875 33.015625
- L 88.921875 0
- L 79.890625 0
- L 79.890625 32.71875
- Q 79.890625 40.578125 77.09375 44.375
- Q 74.3125 48.1875 68.609375 48.1875
- Q 61.625 48.1875 57.5625 43.546875
- Q 53.515625 38.921875 53.515625 30.90625
- L 53.515625 0
- L 44.484375 0
- L 44.484375 32.71875
- Q 44.484375 40.625 41.703125 44.40625
- Q 38.921875 48.1875 33.109375 48.1875
- Q 26.21875 48.1875 22.15625 43.53125
- Q 18.109375 38.875 18.109375 30.90625
- L 18.109375 0
- L 9.078125 0
- L 9.078125 54.6875
- L 18.109375 54.6875
- L 18.109375 46.1875
- Q 21.1875 51.21875 25.484375 53.609375
- Q 29.78125 56 35.6875 56
- Q 41.65625 56 45.828125 52.96875
- Q 50 49.953125 52 44.1875
- z
- " id="DejaVuSans-6d"/>
- <path d="M 34.28125 27.484375
- Q 23.390625 27.484375 19.1875 25
- Q 14.984375 22.515625 14.984375 16.5
- Q 14.984375 11.71875 18.140625 8.90625
- Q 21.296875 6.109375 26.703125 6.109375
- Q 34.1875 6.109375 38.703125 11.40625
- Q 43.21875 16.703125 43.21875 25.484375
- L 43.21875 27.484375
- z
- M 52.203125 31.203125
- L 52.203125 0
- L 43.21875 0
- L 43.21875 8.296875
- Q 40.140625 3.328125 35.546875 0.953125
- Q 30.953125 -1.421875 24.3125 -1.421875
- Q 15.921875 -1.421875 10.953125 3.296875
- Q 6 8.015625 6 15.921875
- Q 6 25.140625 12.171875 29.828125
- Q 18.359375 34.515625 30.609375 34.515625
- L 43.21875 34.515625
- L 43.21875 35.40625
- Q 43.21875 41.609375 39.140625 45
- Q 35.0625 48.390625 27.6875 48.390625
- Q 23 48.390625 18.546875 47.265625
- Q 14.109375 46.140625 10.015625 43.890625
- L 10.015625 52.203125
- Q 14.9375 54.109375 19.578125 55.046875
- Q 24.21875 56 28.609375 56
- Q 40.484375 56 46.34375 49.84375
- Q 52.203125 43.703125 52.203125 31.203125
- z
- " id="DejaVuSans-61"/>
- <path d="M 54.890625 54.6875
- L 35.109375 28.078125
- L 55.90625 0
- L 45.3125 0
- L 29.390625 21.484375
- L 13.484375 0
- L 2.875 0
- L 24.125 28.609375
- L 4.6875 54.6875
- L 15.28125 54.6875
- L 29.78125 35.203125
- L 44.28125 54.6875
- z
- " id="DejaVuSans-78"/>
- <path d="M 11.71875 12.40625
- L 22.015625 12.40625
- L 22.015625 0
- L 11.71875 0
- z
- M 11.71875 51.703125
- L 22.015625 51.703125
- L 22.015625 39.3125
- L 11.71875 39.3125
- z
- " id="DejaVuSans-3a"/>
- <path id="DejaVuSans-20"/>
- <path d="M 33.015625 40.375
- Q 26.375 40.375 22.484375 35.828125
- Q 18.609375 31.296875 18.609375 23.390625
- Q 18.609375 15.53125 22.484375 10.953125
- Q 26.375 6.390625 33.015625 6.390625
- Q 39.65625 6.390625 43.53125 10.953125
- Q 47.40625 15.53125 47.40625 23.390625
- Q 47.40625 31.296875 43.53125 35.828125
- Q 39.65625 40.375 33.015625 40.375
- z
- M 52.59375 71.296875
- L 52.59375 62.3125
- Q 48.875 64.0625 45.09375 64.984375
- Q 41.3125 65.921875 37.59375 65.921875
- Q 27.828125 65.921875 22.671875 59.328125
- Q 17.53125 52.734375 16.796875 39.40625
- Q 19.671875 43.65625 24.015625 45.921875
- Q 28.375 48.1875 33.59375 48.1875
- Q 44.578125 48.1875 50.953125 41.515625
- Q 57.328125 34.859375 57.328125 23.390625
- Q 57.328125 12.15625 50.6875 5.359375
- Q 44.046875 -1.421875 33.015625 -1.421875
- Q 20.359375 -1.421875 13.671875 8.265625
- Q 6.984375 17.96875 6.984375 36.375
- Q 6.984375 53.65625 15.1875 63.9375
- Q 23.390625 74.21875 37.203125 74.21875
- Q 40.921875 74.21875 44.703125 73.484375
- Q 48.484375 72.75 52.59375 71.296875
- z
- " id="DejaVuSans-36"/>
- <path d="M 12.40625 8.296875
- L 28.515625 8.296875
- L 28.515625 63.921875
- L 10.984375 60.40625
- L 10.984375 69.390625
- L 28.421875 72.90625
- L 38.28125 72.90625
- L 38.28125 8.296875
- L 54.390625 8.296875
- L 54.390625 0
- L 12.40625 0
- z
- " id="DejaVuSans-31"/>
- <path d="M 10.6875 12.40625
- L 21 12.40625
- L 21 0
- L 10.6875 0
- z
- " id="DejaVuSans-2e"/>
- <path d="M 10.984375 1.515625
- L 10.984375 10.5
- Q 14.703125 8.734375 18.5 7.8125
- Q 22.3125 6.890625 25.984375 6.890625
- Q 35.75 6.890625 40.890625 13.453125
- Q 46.046875 20.015625 46.78125 33.40625
- Q 43.953125 29.203125 39.59375 26.953125
- Q 35.25 24.703125 29.984375 24.703125
- Q 19.046875 24.703125 12.671875 31.3125
- Q 6.296875 37.9375 6.296875 49.421875
- Q 6.296875 60.640625 12.9375 67.421875
- Q 19.578125 74.21875 30.609375 74.21875
- Q 43.265625 74.21875 49.921875 64.515625
- Q 56.59375 54.828125 56.59375 36.375
- Q 56.59375 19.140625 48.40625 8.859375
- Q 40.234375 -1.421875 26.421875 -1.421875
- Q 22.703125 -1.421875 18.890625 -0.6875
- Q 15.09375 0.046875 10.984375 1.515625
- z
- M 30.609375 32.421875
- Q 37.25 32.421875 41.125 36.953125
- Q 45.015625 41.5 45.015625 49.421875
- Q 45.015625 57.28125 41.125 61.84375
- Q 37.25 66.40625 30.609375 66.40625
- Q 23.96875 66.40625 20.09375 61.84375
- Q 16.21875 57.28125 16.21875 49.421875
- Q 16.21875 41.5 20.09375 36.953125
- Q 23.96875 32.421875 30.609375 32.421875
- z
- " id="DejaVuSans-39"/>
- <path d="M 40.578125 39.3125
- Q 47.65625 37.796875 51.625 33
- Q 55.609375 28.21875 55.609375 21.1875
- Q 55.609375 10.40625 48.1875 4.484375
- Q 40.765625 -1.421875 27.09375 -1.421875
- Q 22.515625 -1.421875 17.65625 -0.515625
- Q 12.796875 0.390625 7.625 2.203125
- L 7.625 11.71875
- Q 11.71875 9.328125 16.59375 8.109375
- Q 21.484375 6.890625 26.8125 6.890625
- Q 36.078125 6.890625 40.9375 10.546875
- Q 45.796875 14.203125 45.796875 21.1875
- Q 45.796875 27.640625 41.28125 31.265625
- Q 36.765625 34.90625 28.71875 34.90625
- L 20.21875 34.90625
- L 20.21875 43.015625
- L 29.109375 43.015625
- Q 36.375 43.015625 40.234375 45.921875
- Q 44.09375 48.828125 44.09375 54.296875
- Q 44.09375 59.90625 40.109375 62.90625
- Q 36.140625 65.921875 28.71875 65.921875
- Q 24.65625 65.921875 20.015625 65.03125
- Q 15.375 64.15625 9.8125 62.3125
- L 9.8125 71.09375
- Q 15.4375 72.65625 20.34375 73.4375
- Q 25.25 74.21875 29.59375 74.21875
- Q 40.828125 74.21875 47.359375 69.109375
- Q 53.90625 64.015625 53.90625 55.328125
- Q 53.90625 49.265625 50.4375 45.09375
- Q 46.96875 40.921875 40.578125 39.3125
- z
- " id="DejaVuSans-33"/>
- <path d="M 8.203125 72.90625
- L 55.078125 72.90625
- L 55.078125 68.703125
- L 28.609375 0
- L 18.3125 0
- L 43.21875 64.59375
- L 8.203125 64.59375
- z
- " id="DejaVuSans-37"/>
- <path d="M 16.734375 31.203125
- Q 16.734375 37.265625 20.953125 41.4375
- Q 25.1875 45.609375 31.34375 45.609375
- Q 37.390625 45.609375 41.5625 41.4375
- Q 45.75 37.265625 45.75 31.203125
- Q 45.75 25.109375 41.546875 20.90625
- Q 37.34375 16.703125 31.25 16.703125
- Q 25.140625 16.703125 20.9375 20.90625
- Q 16.734375 25.109375 16.734375 31.203125
- z
- " id="DejaVuSans-2219"/>
- <path d="M 56.203125 29.59375
- L 56.203125 25.203125
- L 14.890625 25.203125
- Q 15.484375 15.921875 20.484375 11.0625
- Q 25.484375 6.203125 34.421875 6.203125
- Q 39.59375 6.203125 44.453125 7.46875
- Q 49.3125 8.734375 54.109375 11.28125
- L 54.109375 2.78125
- Q 49.265625 0.734375 44.1875 -0.34375
- Q 39.109375 -1.421875 33.890625 -1.421875
- Q 20.796875 -1.421875 13.15625 6.1875
- Q 5.515625 13.8125 5.515625 26.8125
- Q 5.515625 40.234375 12.765625 48.109375
- Q 20.015625 56 32.328125 56
- Q 43.359375 56 49.78125 48.890625
- Q 56.203125 41.796875 56.203125 29.59375
- z
- M 47.21875 32.234375
- Q 47.125 39.59375 43.09375 43.984375
- Q 39.0625 48.390625 32.421875 48.390625
- Q 24.90625 48.390625 20.390625 44.140625
- Q 15.875 39.890625 15.1875 32.171875
- z
- " id="DejaVuSans-65"/>
- <path d="M 54.890625 33.015625
- L 54.890625 0
- L 45.90625 0
- L 45.90625 32.71875
- Q 45.90625 40.484375 42.875 44.328125
- Q 39.84375 48.1875 33.796875 48.1875
- Q 26.515625 48.1875 22.3125 43.546875
- Q 18.109375 38.921875 18.109375 30.90625
- L 18.109375 0
- L 9.078125 0
- L 9.078125 54.6875
- L 18.109375 54.6875
- L 18.109375 46.1875
- Q 21.34375 51.125 25.703125 53.5625
- Q 30.078125 56 35.796875 56
- Q 45.21875 56 50.046875 50.171875
- Q 54.890625 44.34375 54.890625 33.015625
- z
- " id="DejaVuSans-6e"/>
- <path d="M 31.78125 66.40625
- Q 24.171875 66.40625 20.328125 58.90625
- Q 16.5 51.421875 16.5 36.375
- Q 16.5 21.390625 20.328125 13.890625
- Q 24.171875 6.390625 31.78125 6.390625
- Q 39.453125 6.390625 43.28125 13.890625
- Q 47.125 21.390625 47.125 36.375
- Q 47.125 51.421875 43.28125 58.90625
- Q 39.453125 66.40625 31.78125 66.40625
- z
- M 31.78125 74.21875
- Q 44.046875 74.21875 50.515625 64.515625
- Q 56.984375 54.828125 56.984375 36.375
- Q 56.984375 17.96875 50.515625 8.265625
- Q 44.046875 -1.421875 31.78125 -1.421875
- Q 19.53125 -1.421875 13.0625 8.265625
- Q 6.59375 17.96875 6.59375 36.375
- Q 6.59375 54.828125 13.0625 64.515625
- Q 19.53125 74.21875 31.78125 74.21875
- z
- " id="DejaVuSans-30"/>
- <path d="M 19.1875 8.296875
- L 53.609375 8.296875
- L 53.609375 0
- L 7.328125 0
- L 7.328125 8.296875
- Q 12.9375 14.109375 22.625 23.890625
- Q 32.328125 33.6875 34.8125 36.53125
- Q 39.546875 41.84375 41.421875 45.53125
- Q 43.3125 49.21875 43.3125 52.78125
- Q 43.3125 58.59375 39.234375 62.25
- Q 35.15625 65.921875 28.609375 65.921875
- Q 23.96875 65.921875 18.8125 64.3125
- Q 13.671875 62.703125 7.8125 59.421875
- L 7.8125 69.390625
- Q 13.765625 71.78125 18.9375 73
- Q 24.125 74.21875 28.421875 74.21875
- Q 39.75 74.21875 46.484375 68.546875
- Q 53.21875 62.890625 53.21875 53.421875
- Q 53.21875 48.921875 51.53125 44.890625
- Q 49.859375 40.875 45.40625 35.40625
- Q 44.1875 33.984375 37.640625 27.21875
- Q 31.109375 20.453125 19.1875 8.296875
- z
- " id="DejaVuSans-32"/>
- <path d="M 31.78125 34.625
- Q 24.75 34.625 20.71875 30.859375
- Q 16.703125 27.09375 16.703125 20.515625
- Q 16.703125 13.921875 20.71875 10.15625
- Q 24.75 6.390625 31.78125 6.390625
- Q 38.8125 6.390625 42.859375 10.171875
- Q 46.921875 13.96875 46.921875 20.515625
- Q 46.921875 27.09375 42.890625 30.859375
- Q 38.875 34.625 31.78125 34.625
- z
- M 21.921875 38.8125
- Q 15.578125 40.375 12.03125 44.71875
- Q 8.5 49.078125 8.5 55.328125
- Q 8.5 64.0625 14.71875 69.140625
- Q 20.953125 74.21875 31.78125 74.21875
- Q 42.671875 74.21875 48.875 69.140625
- Q 55.078125 64.0625 55.078125 55.328125
- Q 55.078125 49.078125 51.53125 44.71875
- Q 48 40.375 41.703125 38.8125
- Q 48.828125 37.15625 52.796875 32.3125
- Q 56.78125 27.484375 56.78125 20.515625
- Q 56.78125 9.90625 50.3125 4.234375
- Q 43.84375 -1.421875 31.78125 -1.421875
- Q 19.734375 -1.421875 13.25 4.234375
- Q 6.78125 9.90625 6.78125 20.515625
- Q 6.78125 27.484375 10.78125 32.3125
- Q 14.796875 37.15625 21.921875 38.8125
- z
- M 18.3125 54.390625
- Q 18.3125 48.734375 21.84375 45.5625
- Q 25.390625 42.390625 31.78125 42.390625
- Q 38.140625 42.390625 41.71875 45.5625
- Q 45.3125 48.734375 45.3125 54.390625
- Q 45.3125 60.0625 41.71875 63.234375
- Q 38.140625 66.40625 31.78125 66.40625
- Q 25.390625 66.40625 21.84375 63.234375
- Q 18.3125 60.0625 18.3125 54.390625
- z
- " id="DejaVuSans-38"/>
- <path d="M 34.671875 47.5625
- Q 27.25 47.5625 22.21875 42.1875
- Q 16.890625 36.578125 15.140625 27.296875
- Q 13.1875 17.484375 16.3125 11.8125
- Q 19.390625 6.203125 26.65625 6.203125
- Q 33.84375 6.203125 39.109375 11.859375
- Q 44.4375 17.53125 46.34375 27.296875
- Q 48.046875 36.234375 45.015625 42.1875
- Q 42.1875 47.5625 34.671875 47.5625
- z
- M 36.078125 54.734375
- L 65.921875 54.6875
- L 64.15625 45.703125
- L 54.109375 45.703125
- Q 57.90625 38.09375 55.859375 27.296875
- Q 53.21875 13.875 45.0625 6.25
- Q 36.859375 -1.421875 25.140625 -1.421875
- Q 13.375 -1.421875 8.203125 6.25
- Q 3.03125 13.875 5.671875 27.296875
- Q 8.25 40.765625 16.40625 48.390625
- Q 23.1875 54.734375 36.078125 54.734375
- z
- " id="DejaVuSans-Oblique-3c3"/>
- </defs>
- <g style="fill:#f77189;" transform="translate(280.129663 20.767776)scale(0.04 -0.04)">
- <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
- <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1394.697266 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1458.320312 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(1521.943359 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(1585.566406 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1617.353516 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1679.951172 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1711.738281 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1775.117188 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1808.808594 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1840.595703 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1904.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1936.005859 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1999.628906 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(2063.251953 0.78125)" xlink:href="#DejaVuSans-33"/>
- </g>
- </g>
- <g id="text_3">
- <!-- 607.30 -->
- <g style="fill:#d3d3d3;" transform="translate(7.2 24.189837)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-36"/>
- <use x="63.623047" xlink:href="#DejaVuSans-30"/>
- <use x="127.246094" xlink:href="#DejaVuSans-37"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-33"/>
- <use x="286.279297" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="axes_2">
- <g id="patch_5">
- <path d="M 18.697188 65.2224
- L 372.281346 65.2224
- L 372.281346 39.675648
- L 18.697188 39.675648
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_3">
- <g id="xtick_7"/>
- <g id="xtick_8"/>
- <g id="xtick_9"/>
- <g id="xtick_10"/>
- <g id="xtick_11"/>
- <g id="xtick_12"/>
- </g>
- <g id="matplotlib.axis_4"/>
- <g id="line2d_3">
- <path clip-path="url(#p1fe16754fc)" d="M 18.697188 51.589605
- L 372.281346 51.589605
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_4">
- <path clip-path="url(#p1fe16754fc)" d="M 18.697188 49.65612
- L 20.221257 51.541218
- L 21.745327 52.474179
- L 23.269396 52.689484
- L 24.793466 52.541334
- L 26.317536 52.593984
- L 27.841605 52.495547
- L 29.365675 52.53931
- L 30.889745 52.819912
- L 32.413814 52.378617
- L 33.937884 52.529791
- L 35.461954 52.800323
- L 36.986023 52.629779
- L 38.510093 52.684725
- L 40.034163 52.586508
- L 44.606372 51.84872
- L 46.130441 52.112012
- L 47.654511 51.997632
- L 52.22672 52.594177
- L 53.750789 52.343812
- L 55.274859 52.578216
- L 58.322998 52.13863
- L 59.847068 52.407138
- L 61.371138 52.32985
- L 62.895207 52.377416
- L 64.419277 52.561747
- L 65.943347 52.23768
- L 67.467416 52.567111
- L 68.991486 52.071685
- L 70.515556 53.282093
- L 72.039625 52.787483
- L 73.563695 52.778113
- L 75.087764 52.555638
- L 76.611834 52.109242
- L 78.135904 52.241949
- L 79.659973 52.010516
- L 81.184043 52.418251
- L 82.708113 52.451224
- L 84.232182 52.299007
- L 85.756252 52.584299
- L 88.804391 52.286176
- L 90.328461 52.518651
- L 91.852531 52.16673
- L 96.42474 52.215304
- L 97.948809 51.975817
- L 100.996949 52.344347
- L 102.521018 51.975738
- L 104.045088 52.484863
- L 105.569157 52.506617
- L 107.093227 52.403658
- L 108.617297 52.161717
- L 110.141366 52.454423
- L 111.665436 52.007852
- L 113.189506 52.073658
- L 114.713575 52.445764
- L 116.237645 51.96785
- L 120.809854 52.256086
- L 122.333924 51.972434
- L 123.857993 52.058547
- L 125.382063 52.266473
- L 126.906133 52.122433
- L 128.430202 52.195303
- L 129.954272 52.489482
- L 131.478341 52.51795
- L 133.002411 52.238671
- L 134.526481 52.257445
- L 136.05055 52.154766
- L 137.57462 51.608111
- L 139.09869 51.512759
- L 140.622759 51.816974
- L 143.670899 52.047618
- L 145.194968 52.297149
- L 148.243108 51.963529
- L 149.767177 52.155608
- L 151.291247 51.963126
- L 152.815317 51.899503
- L 154.339386 52.143328
- L 155.863456 52.110154
- L 157.387525 51.951179
- L 158.911595 52.294879
- L 163.483804 52.408251
- L 165.007874 52.179886
- L 166.531943 52.331314
- L 169.580083 52.157843
- L 172.628222 52.474179
- L 174.152292 52.149113
- L 177.200431 52.505451
- L 178.724501 52.203454
- L 181.77264 52.377434
- L 183.29671 52.216172
- L 184.820779 52.525759
- L 186.344849 52.667047
- L 189.392988 52.062614
- L 190.917058 52.271723
- L 193.965197 51.993732
- L 195.489267 52.097743
- L 197.013336 52.539862
- L 198.537406 52.349685
- L 200.061476 51.87859
- L 201.585545 52.099855
- L 206.157754 52.000332
- L 207.681824 52.154267
- L 209.205894 51.98112
- L 212.254033 52.116394
- L 213.778102 51.960435
- L 215.302172 52.162479
- L 216.826242 51.978999
- L 221.398451 52.315108
- L 222.92252 52.23499
- L 224.44659 52.304161
- L 225.97066 52.520895
- L 227.494729 52.179272
- L 229.018799 52.082729
- L 230.542869 52.105903
- L 232.066938 51.894997
- L 233.591008 52.477448
- L 235.115078 52.386172
- L 236.639147 52.128858
- L 238.163217 52.187485
- L 239.687287 52.455536
- L 241.211356 51.87547
- L 242.735426 52.009158
- L 244.259495 51.995432
- L 245.783565 51.517738
- L 247.307635 51.748373
- L 248.831704 52.249714
- L 250.355774 51.699211
- L 251.879844 52.170648
- L 253.403913 52.040755
- L 254.927983 51.794887
- L 256.452053 52.132513
- L 257.976122 52.349176
- L 259.500192 52.126877
- L 261.024262 52.063631
- L 262.548331 51.60251
- L 264.072401 51.616244
- L 265.596471 51.790101
- L 267.12054 51.610004
- L 268.64461 51.661952
- L 270.168679 52.081388
- L 271.692749 52.011463
- L 274.740888 52.208845
- L 276.264958 52.437735
- L 277.789028 52.254851
- L 280.837167 52.53718
- L 282.361237 52.409969
- L 283.885306 52.052491
- L 285.409376 52.070195
- L 288.457515 51.878923
- L 289.981585 52.182261
- L 291.505655 52.093983
- L 294.553794 52.170613
- L 296.077863 52.000314
- L 299.126003 52.375041
- L 302.174142 52.54101
- L 303.698212 52.775589
- L 305.222281 52.758357
- L 306.746351 52.335942
- L 308.270421 52.290716
- L 309.79449 51.541911
- L 312.84263 51.322644
- L 314.366699 51.592799
- L 315.890769 52.097392
- L 317.414839 51.90917
- L 318.938908 51.980865
- L 321.987048 52.286018
- L 323.511117 52.146939
- L 328.083326 52.364182
- L 329.607396 52.179185
- L 331.131465 52.128665
- L 334.179605 52.487159
- L 335.703674 52.096963
- L 337.227744 52.129664
- L 338.751814 52.34965
- L 340.275883 52.216373
- L 343.324023 52.204848
- L 346.372162 52.059178
- L 347.896232 51.781564
- L 350.944371 51.870553
- L 352.46844 51.600985
- L 355.51658 51.584814
- L 357.040649 51.741554
- L 358.564719 51.536573
- L 361.612858 51.878476
- L 363.136928 51.788541
- L 364.660998 52.06278
- L 367.709137 51.365126
- L 369.233207 51.671813
- L 370.757276 51.672163
- L 372.281346 51.478673
- L 372.281346 51.478673
- " style="fill:none;stroke:#ae9d31;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_4">
- <g id="patch_6">
- <path d="M 18.697188 53.610924
- L 45.240938 53.610924
- Q 47.640938 53.610924 47.640938 51.210924
- L 47.640938 43.468424
- Q 47.640938 41.068424 45.240938 41.068424
- L 18.697188 41.068424
- Q 16.297188 41.068424 16.297188 43.468424
- L 16.297188 51.210924
- Q 16.297188 53.610924 18.697188 53.610924
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- GSCSF -->
- <defs>
- <path d="M 64.40625 67.28125
- L 64.40625 56.890625
- Q 59.421875 61.53125 53.78125 63.8125
- Q 48.140625 66.109375 41.796875 66.109375
- Q 29.296875 66.109375 22.65625 58.46875
- Q 16.015625 50.828125 16.015625 36.375
- Q 16.015625 21.96875 22.65625 14.328125
- Q 29.296875 6.6875 41.796875 6.6875
- Q 48.140625 6.6875 53.78125 8.984375
- Q 59.421875 11.28125 64.40625 15.921875
- L 64.40625 5.609375
- Q 59.234375 2.09375 53.4375 0.328125
- Q 47.65625 -1.421875 41.21875 -1.421875
- Q 24.65625 -1.421875 15.125 8.703125
- Q 5.609375 18.84375 5.609375 36.375
- Q 5.609375 53.953125 15.125 64.078125
- Q 24.65625 74.21875 41.21875 74.21875
- Q 47.75 74.21875 53.53125 72.484375
- Q 59.328125 70.75 64.40625 67.28125
- z
- " id="DejaVuSans-43"/>
- <path d="M 9.8125 72.90625
- L 51.703125 72.90625
- L 51.703125 64.59375
- L 19.671875 64.59375
- L 19.671875 43.109375
- L 48.578125 43.109375
- L 48.578125 34.8125
- L 19.671875 34.8125
- L 19.671875 0
- L 9.8125 0
- z
- " id="DejaVuSans-46"/>
- </defs>
- <g style="fill:#ae9d31;" transform="translate(18.697188 49.547174)scale(0.08 -0.08)">
- <use xlink:href="#DejaVuSans-47"/>
- <use x="77.490234" xlink:href="#DejaVuSans-53"/>
- <use x="140.966797" xlink:href="#DejaVuSans-43"/>
- <use x="210.791016" xlink:href="#DejaVuSans-53"/>
- <use x="274.267578" xlink:href="#DejaVuSans-46"/>
- </g>
- </g>
- <g id="text_5">
- <g id="patch_7">
- <path d="M 280.129663 50.475299
- L 365.209663 50.475299
- Q 366.409663 50.475299 366.409663 49.275299
- L 366.409663 45.404049
- Q 366.409663 44.204049 365.209663 44.204049
- L 280.129663 44.204049
- Q 278.929663 44.204049 278.929663 45.404049
- L 278.929663 49.275299
- Q 278.929663 50.475299 280.129663 50.475299
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 695.013 $\bullet$ mean: 677.588 $\bullet$ $\sigma$: 2.395 -->
- <defs>
- <path d="M 10.796875 72.90625
- L 49.515625 72.90625
- L 49.515625 64.59375
- L 19.828125 64.59375
- L 19.828125 46.734375
- Q 21.96875 47.46875 24.109375 47.828125
- Q 26.265625 48.1875 28.421875 48.1875
- Q 40.625 48.1875 47.75 41.5
- Q 54.890625 34.8125 54.890625 23.390625
- Q 54.890625 11.625 47.5625 5.09375
- Q 40.234375 -1.421875 26.90625 -1.421875
- Q 22.3125 -1.421875 17.546875 -0.640625
- Q 12.796875 0.140625 7.71875 1.703125
- L 7.71875 11.625
- Q 12.109375 9.234375 16.796875 8.0625
- Q 21.484375 6.890625 26.703125 6.890625
- Q 35.15625 6.890625 40.078125 11.328125
- Q 45.015625 15.765625 45.015625 23.390625
- Q 45.015625 31 40.078125 35.4375
- Q 35.15625 39.890625 26.703125 39.890625
- Q 22.75 39.890625 18.8125 39.015625
- Q 14.890625 38.140625 10.796875 36.28125
- z
- " id="DejaVuSans-35"/>
- </defs>
- <g style="fill:#ae9d31;" transform="translate(280.129663 48.443424)scale(0.04 -0.04)">
- <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
- <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(1299.349609 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(1362.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1394.759766 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(1458.382812 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(1522.005859 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(1585.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1617.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1680.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1711.800781 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1775.179688 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1808.871094 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1840.658203 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1904.28125 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1936.068359 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(1999.691406 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(2063.314453 0.78125)" xlink:href="#DejaVuSans-35"/>
- </g>
- </g>
- <g id="text_6">
- <!-- 681.55 -->
- <g style="fill:#d3d3d3;" transform="translate(7.2 52.417417)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-36"/>
- <use x="63.623047" xlink:href="#DejaVuSans-38"/>
- <use x="127.246094" xlink:href="#DejaVuSans-31"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-35"/>
- <use x="286.279297" xlink:href="#DejaVuSans-35"/>
- </g>
- </g>
- </g>
- <g id="axes_3">
- <g id="patch_8">
- <path d="M 18.697188 92.898048
- L 372.281346 92.898048
- L 372.281346 67.351296
- L 18.697188 67.351296
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_5">
- <g id="xtick_13"/>
- <g id="xtick_14"/>
- <g id="xtick_15"/>
- <g id="xtick_16"/>
- <g id="xtick_17"/>
- <g id="xtick_18"/>
- </g>
- <g id="matplotlib.axis_6"/>
- <g id="line2d_5">
- <path clip-path="url(#p2fa31c04c2)" d="M 18.697188 78.681562
- L 372.281346 78.681562
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_6">
- <path clip-path="url(#p2fa31c04c2)" d="M 18.697188 78.803704
- L 20.221257 78.709485
- L 23.269396 79.337025
- L 24.793466 79.063285
- L 26.317536 78.994245
- L 27.841605 79.055906
- L 29.365675 78.915624
- L 30.889745 79.037703
- L 32.413814 79.00763
- L 36.986023 79.195217
- L 43.082302 78.637513
- L 50.70265 79.134091
- L 52.22672 79.280378
- L 53.750789 79.102328
- L 56.798929 79.05802
- L 58.322998 78.896026
- L 59.847068 78.888331
- L 61.371138 79.052777
- L 62.895207 78.967268
- L 64.419277 79.095211
- L 65.943347 78.92854
- L 67.467416 79.107168
- L 68.991486 78.997035
- L 70.515556 79.592529
- L 73.563695 78.853429
- L 75.087764 79.029364
- L 76.611834 78.790155
- L 78.135904 78.967507
- L 79.659973 78.941762
- L 82.708113 79.261478
- L 94.90067 78.962319
- L 96.42474 79.004742
- L 99.472879 78.934721
- L 100.996949 79.227568
- L 102.521018 78.998321
- L 104.045088 79.277893
- L 107.093227 79.384276
- L 108.617297 79.06177
- L 110.141366 79.158615
- L 111.665436 79.013658
- L 113.189506 79.052745
- L 114.713575 79.306429
- L 116.237645 78.955234
- L 117.761715 79.121567
- L 119.285784 79.024438
- L 120.809854 79.11943
- L 122.333924 78.996152
- L 126.906133 79.186377
- L 129.954272 79.411689
- L 133.002411 79.137164
- L 136.05055 78.694356
- L 139.09869 78.626668
- L 140.622759 78.86688
- L 146.719038 79.091396
- L 149.767177 78.960608
- L 151.291247 78.881246
- L 154.339386 79.236103
- L 155.863456 79.312707
- L 157.387525 79.046466
- L 158.911595 79.234784
- L 161.959734 79.143748
- L 163.483804 79.310102
- L 168.056013 79.157754
- L 169.580083 79.178213
- L 171.104152 79.083177
- L 172.628222 79.436486
- L 174.152292 79.142407
- L 175.676361 79.250185
- L 177.200431 79.122689
- L 178.724501 79.230042
- L 180.24857 79.112225
- L 183.29671 79.107157
- L 184.820779 79.278307
- L 186.344849 79.316413
- L 187.868918 79.233661
- L 189.392988 78.893726
- L 190.917058 79.077368
- L 192.441127 78.889998
- L 193.965197 79.094197
- L 195.489267 79.11422
- L 197.013336 79.398958
- L 198.537406 79.431636
- L 200.061476 78.942656
- L 201.585545 79.020525
- L 203.109615 78.96075
- L 204.633685 79.173973
- L 206.157754 78.878292
- L 207.681824 79.146037
- L 219.874381 79.045834
- L 221.398451 79.248823
- L 222.92252 79.302832
- L 224.44659 79.10744
- L 225.97066 79.307857
- L 227.494729 79.003706
- L 229.018799 79.072833
- L 230.542869 78.930404
- L 232.066938 78.955441
- L 233.591008 79.42866
- L 236.639147 79.003543
- L 239.687287 79.275201
- L 241.211356 78.88396
- L 244.259495 79.085673
- L 245.783565 78.755036
- L 247.307635 78.902893
- L 248.831704 79.222391
- L 250.355774 78.917858
- L 251.879844 79.201408
- L 254.927983 78.935582
- L 257.976122 79.330354
- L 259.500192 79.395764
- L 261.024262 79.176393
- L 262.548331 78.684862
- L 264.072401 78.609392
- L 271.692749 78.94561
- L 274.740888 79.12427
- L 276.264958 79.152762
- L 279.313097 79.010617
- L 282.361237 78.995128
- L 283.885306 78.808086
- L 288.457515 78.676611
- L 291.505655 78.924071
- L 293.029724 78.912158
- L 294.553794 79.012546
- L 296.077863 78.971421
- L 297.601933 79.131082
- L 302.174142 79.25581
- L 303.698212 79.575166
- L 305.222281 79.516088
- L 306.746351 79.171946
- L 308.270421 79.088082
- L 309.79449 78.582861
- L 311.31856 78.44876
- L 317.414839 79.224908
- L 318.938908 79.173853
- L 320.462978 79.376134
- L 321.987048 79.31286
- L 323.511117 78.979868
- L 325.035187 79.058598
- L 326.559256 79.020612
- L 328.083326 79.186116
- L 331.131465 79.100268
- L 332.655535 79.088147
- L 334.179605 79.472314
- L 335.703674 78.965317
- L 337.227744 78.928486
- L 338.751814 79.188906
- L 343.324023 79.123866
- L 344.848092 79.021625
- L 346.372162 79.053595
- L 347.896232 78.945021
- L 352.46844 79.058075
- L 355.51658 78.929543
- L 357.040649 79.150833
- L 358.564719 78.938274
- L 360.088789 78.99576
- L 361.612858 79.16885
- L 363.136928 79.188797
- L 366.185067 78.937326
- L 367.709137 78.545932
- L 370.757276 78.731285
- L 372.281346 78.740147
- L 372.281346 78.740147
- " style="fill:none;stroke:#33b07a;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_7">
- <g id="patch_9">
- <path d="M 18.697188 81.286572
- L 44.787188 81.286572
- Q 47.187188 81.286572 47.187188 78.886572
- L 47.187188 71.144072
- Q 47.187188 68.744072 44.787188 68.744072
- L 18.697188 68.744072
- Q 16.297188 68.744072 16.297188 71.144072
- L 16.297188 78.886572
- Q 16.297188 81.286572 18.697188 81.286572
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- GSWM -->
- <defs>
- <path d="M 3.328125 72.90625
- L 13.28125 72.90625
- L 28.609375 11.28125
- L 43.890625 72.90625
- L 54.984375 72.90625
- L 70.3125 11.28125
- L 85.59375 72.90625
- L 95.609375 72.90625
- L 77.296875 0
- L 64.890625 0
- L 49.515625 63.28125
- L 33.984375 0
- L 21.578125 0
- z
- " id="DejaVuSans-57"/>
- <path d="M 9.8125 72.90625
- L 24.515625 72.90625
- L 43.109375 23.296875
- L 61.8125 72.90625
- L 76.515625 72.90625
- L 76.515625 0
- L 66.890625 0
- L 66.890625 64.015625
- L 48.09375 14.015625
- L 38.1875 14.015625
- L 19.390625 64.015625
- L 19.390625 0
- L 9.8125 0
- z
- " id="DejaVuSans-4d"/>
- </defs>
- <g style="fill:#33b07a;" transform="translate(18.697188 77.222822)scale(0.08 -0.08)">
- <use xlink:href="#DejaVuSans-47"/>
- <use x="77.490234" xlink:href="#DejaVuSans-53"/>
- <use x="140.966797" xlink:href="#DejaVuSans-57"/>
- <use x="239.84375" xlink:href="#DejaVuSans-4d"/>
- </g>
- </g>
- <g id="text_8">
- <g id="patch_10">
- <path d="M 280.129663 78.150947
- L 365.209663 78.150947
- Q 366.409663 78.150947 366.409663 76.950947
- L 366.409663 73.079697
- Q 366.409663 71.879697 365.209663 71.879697
- L 280.129663 71.879697
- Q 278.929663 71.879697 278.929663 73.079697
- L 278.929663 76.950947
- Q 278.929663 78.150947 280.129663 78.150947
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 621.415 $\bullet$ mean: 618.013 $\bullet$ $\sigma$: 1.096 -->
- <defs>
- <path d="M 37.796875 64.3125
- L 12.890625 25.390625
- L 37.796875 25.390625
- z
- M 35.203125 72.90625
- L 47.609375 72.90625
- L 47.609375 25.390625
- L 58.015625 25.390625
- L 58.015625 17.1875
- L 47.609375 17.1875
- L 47.609375 0
- L 37.796875 0
- L 37.796875 17.1875
- L 4.890625 17.1875
- L 4.890625 26.703125
- z
- " id="DejaVuSans-34"/>
- </defs>
- <g style="fill:#33b07a;" transform="translate(280.129663 76.119072)scale(0.04 -0.04)">
- <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
- <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(1585.644531 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1617.431641 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1680.029297 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1711.816406 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1775.195312 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1808.886719 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1840.673828 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1904.296875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1936.083984 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1999.707031 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(2063.330078 0.78125)" xlink:href="#DejaVuSans-36"/>
- </g>
- </g>
- <g id="text_9">
- <!-- 620.11 -->
- <g style="fill:#d3d3d3;" transform="translate(7.2 79.509374)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-36"/>
- <use x="63.623047" xlink:href="#DejaVuSans-32"/>
- <use x="127.246094" xlink:href="#DejaVuSans-30"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-31"/>
- <use x="286.279297" xlink:href="#DejaVuSans-31"/>
- </g>
- </g>
- </g>
- <g id="axes_4">
- <g id="patch_11">
- <path d="M 18.697188 120.573696
- L 372.281346 120.573696
- L 372.281346 95.026944
- L 18.697188 95.026944
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_7">
- <g id="xtick_19"/>
- <g id="xtick_20"/>
- <g id="xtick_21"/>
- <g id="xtick_22"/>
- <g id="xtick_23"/>
- <g id="xtick_24"/>
- </g>
- <g id="matplotlib.axis_8"/>
- <g id="line2d_7">
- <path clip-path="url(#pb5a65cb6a1)" d="M 18.697188 112.783027
- L 372.281346 112.783027
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_8">
- <path clip-path="url(#pb5a65cb6a1)" d="M 20.221257 113.260483
- L 21.745327 114.078538
- L 23.269396 113.419486
- L 24.793466 114.710154
- L 26.317536 113.637197
- L 27.841605 113.420247
- L 29.365675 113.677963
- L 30.889745 115.190739
- L 32.413814 114.88031
- L 33.937884 113.686302
- L 35.461954 113.835581
- L 36.986023 114.109413
- L 38.510093 115.562036
- L 40.034163 114.943309
- L 41.558232 112.888913
- L 43.082302 115.207203
- L 44.606372 116.593663
- L 46.130441 115.078285
- L 47.654511 114.635119
- L 49.17858 115.38118
- L 50.70265 113.853067
- L 52.22672 113.22066
- L 55.274859 114.624176
- L 56.798929 114.556218
- L 58.322998 114.26417
- L 59.847068 114.134187
- L 61.371138 114.310643
- L 62.895207 114.232383
- L 64.419277 114.501953
- L 68.991486 110.654709
- L 70.515556 98.494465
- L 72.039625 106.38087
- L 73.563695 109.18378
- L 75.087764 112.920123
- L 76.611834 114.009072
- L 79.659973 112.619738
- L 81.184043 112.89048
- L 82.708113 113.342381
- L 84.232182 114.87774
- L 85.756252 115.059461
- L 87.280322 113.936471
- L 90.328461 113.653799
- L 91.852531 113.319145
- L 93.3766 114.190764
- L 94.90067 114.346572
- L 96.42474 114.180234
- L 97.948809 114.589527
- L 99.472879 114.347058
- L 100.996949 114.355519
- L 102.521018 115.265029
- L 105.569157 114.729128
- L 107.093227 113.769981
- L 108.617297 113.376011
- L 110.141366 114.609401
- L 111.665436 114.170449
- L 114.713575 114.495456
- L 116.237645 113.700363
- L 117.761715 114.437158
- L 119.285784 113.058948
- L 120.809854 112.789559
- L 122.333924 113.522993
- L 123.857993 113.946712
- L 125.382063 115.784449
- L 126.906133 115.221995
- L 128.430202 114.48704
- L 129.954272 113.149155
- L 131.478341 112.50891
- L 133.002411 114.020074
- L 134.526481 114.275446
- L 137.57462 113.453678
- L 139.09869 114.668048
- L 140.622759 114.750677
- L 143.670899 112.515408
- L 145.194968 114.440734
- L 146.719038 114.555973
- L 148.243108 115.027931
- L 149.767177 113.754977
- L 151.291247 113.857814
- L 152.815317 114.367511
- L 154.339386 115.244485
- L 155.863456 113.558691
- L 157.387525 113.315539
- L 158.911595 114.033677
- L 160.435665 114.372928
- L 161.959734 113.857235
- L 163.483804 113.643801
- L 165.007874 114.154881
- L 166.531943 113.445355
- L 168.056013 113.040581
- L 169.580083 114.490692
- L 171.104152 114.04789
- L 172.628222 113.782276
- L 174.152292 113.831229
- L 175.676361 113.059724
- L 177.200431 113.483002
- L 178.724501 114.06192
- L 180.24857 113.81574
- L 181.77264 114.475567
- L 183.29671 114.210258
- L 184.820779 113.427901
- L 186.344849 114.161867
- L 187.868918 113.698081
- L 189.392988 114.237054
- L 190.917058 115.539925
- L 192.441127 115.346076
- L 193.965197 114.034652
- L 195.489267 113.596218
- L 197.013336 113.375144
- L 198.537406 112.636369
- L 200.061476 113.989169
- L 201.585545 113.686835
- L 204.633685 113.561857
- L 206.157754 113.646069
- L 207.681824 113.042208
- L 209.205894 113.276035
- L 210.729963 113.752557
- L 212.254033 114.533757
- L 213.778102 114.127203
- L 215.302172 114.292003
- L 216.826242 113.952266
- L 219.874381 113.922304
- L 221.398451 113.620245
- L 222.92252 114.044984
- L 224.44659 114.217804
- L 225.97066 113.335731
- L 227.494729 113.569069
- L 229.018799 113.605241
- L 230.542869 113.970207
- L 232.066938 114.636457
- L 233.591008 114.343802
- L 235.115078 113.642416
- L 236.639147 112.574405
- L 238.163217 113.75417
- L 239.687287 115.078742
- L 241.211356 113.835567
- L 242.735426 113.806
- L 245.783565 113.057319
- L 247.307635 113.766177
- L 248.831704 113.497033
- L 250.355774 113.417173
- L 251.879844 113.637928
- L 253.403913 114.643625
- L 256.452053 113.838611
- L 257.976122 114.363462
- L 259.500192 113.910723
- L 261.024262 115.375809
- L 264.072401 113.566971
- L 265.596471 113.405761
- L 267.12054 113.732287
- L 268.64461 114.476465
- L 270.168679 113.535775
- L 271.692749 112.79554
- L 273.216819 113.419152
- L 274.740888 114.317841
- L 276.264958 114.530911
- L 277.789028 113.482835
- L 279.313097 113.256968
- L 280.837167 114.669326
- L 282.361237 114.391035
- L 283.885306 114.718979
- L 285.409376 114.263
- L 286.933446 113.237322
- L 289.981585 114.412613
- L 291.505655 115.465848
- L 293.029724 114.977883
- L 294.553794 113.114353
- L 296.077863 112.823251
- L 297.601933 114.136576
- L 299.126003 115.605892
- L 300.650072 114.679308
- L 302.174142 113.104721
- L 305.222281 112.381833
- L 306.746351 114.191357
- L 308.270421 115.093472
- L 309.79449 112.895227
- L 311.31856 113.545346
- L 312.84263 113.471711
- L 314.366699 114.110341
- L 315.890769 114.406877
- L 317.414839 113.599458
- L 318.938908 114.849831
- L 320.462978 114.772574
- L 321.987048 114.239108
- L 323.511117 113.271438
- L 325.035187 114.155977
- L 326.559256 113.976278
- L 328.083326 113.292515
- L 329.607396 113.797128
- L 331.131465 114.554801
- L 332.655535 113.175952
- L 334.179605 113.709159
- L 335.703674 113.766511
- L 337.227744 114.453927
- L 338.751814 115.265288
- L 340.275883 114.138569
- L 341.799953 113.84386
- L 343.324023 114.019846
- L 344.848092 114.78324
- L 346.372162 113.789641
- L 347.896232 114.181649
- L 349.420301 114.689078
- L 350.944371 114.125452
- L 352.46844 113.889557
- L 355.51658 113.773451
- L 357.040649 113.965886
- L 358.564719 114.494998
- L 360.088789 114.487193
- L 361.612858 114.128206
- L 364.660998 114.963122
- L 366.185067 114.693035
- L 367.709137 114.147668
- L 370.757276 114.13437
- L 372.281346 115.491246
- L 372.281346 115.491246
- " style="fill:none;stroke:#38a9c5;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_10">
- <g id="patch_12">
- <path d="M 18.697188 108.96222
- L 46.430938 108.96222
- Q 48.830938 108.96222 48.830938 106.56222
- L 48.830938 98.81972
- Q 48.830938 96.41972 46.430938 96.41972
- L 18.697188 96.41972
- Q 16.297188 96.41972 16.297188 98.81972
- L 16.297188 106.56222
- Q 16.297188 108.96222 18.697188 108.96222
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- DVARS -->
- <defs>
- <path d="M 19.671875 64.796875
- L 19.671875 8.109375
- L 31.59375 8.109375
- Q 46.6875 8.109375 53.6875 14.9375
- Q 60.6875 21.78125 60.6875 36.53125
- Q 60.6875 51.171875 53.6875 57.984375
- Q 46.6875 64.796875 31.59375 64.796875
- z
- M 9.8125 72.90625
- L 30.078125 72.90625
- Q 51.265625 72.90625 61.171875 64.09375
- Q 71.09375 55.28125 71.09375 36.53125
- Q 71.09375 17.671875 61.125 8.828125
- Q 51.171875 0 30.078125 0
- L 9.8125 0
- z
- " id="DejaVuSans-44"/>
- <path d="M 28.609375 0
- L 0.78125 72.90625
- L 11.078125 72.90625
- L 34.1875 11.53125
- L 57.328125 72.90625
- L 67.578125 72.90625
- L 39.796875 0
- z
- " id="DejaVuSans-56"/>
- <path d="M 34.1875 63.1875
- L 20.796875 26.90625
- L 47.609375 26.90625
- z
- M 28.609375 72.90625
- L 39.796875 72.90625
- L 67.578125 0
- L 57.328125 0
- L 50.6875 18.703125
- L 17.828125 18.703125
- L 11.1875 0
- L 0.78125 0
- z
- " id="DejaVuSans-41"/>
- <path d="M 44.390625 34.1875
- Q 47.5625 33.109375 50.5625 29.59375
- Q 53.5625 26.078125 56.59375 19.921875
- L 66.609375 0
- L 56 0
- L 46.6875 18.703125
- Q 43.0625 26.03125 39.671875 28.421875
- Q 36.28125 30.8125 30.421875 30.8125
- L 19.671875 30.8125
- L 19.671875 0
- L 9.8125 0
- L 9.8125 72.90625
- L 32.078125 72.90625
- Q 44.578125 72.90625 50.734375 67.671875
- Q 56.890625 62.453125 56.890625 51.90625
- Q 56.890625 45.015625 53.6875 40.46875
- Q 50.484375 35.9375 44.390625 34.1875
- z
- M 19.671875 64.796875
- L 19.671875 38.921875
- L 32.078125 38.921875
- Q 39.203125 38.921875 42.84375 42.21875
- Q 46.484375 45.515625 46.484375 51.90625
- Q 46.484375 58.296875 42.84375 61.546875
- Q 39.203125 64.796875 32.078125 64.796875
- z
- " id="DejaVuSans-52"/>
- </defs>
- <g style="fill:#38a9c5;" transform="translate(18.697188 104.89847)scale(0.08 -0.08)">
- <use xlink:href="#DejaVuSans-44"/>
- <use x="76.986328" xlink:href="#DejaVuSans-56"/>
- <use x="145.300781" xlink:href="#DejaVuSans-41"/>
- <use x="213.708984" xlink:href="#DejaVuSans-52"/>
- <use x="283.191406" xlink:href="#DejaVuSans-53"/>
- </g>
- </g>
- <g id="text_11">
- <g id="patch_13">
- <path d="M 290.289663 105.826595
- L 365.209663 105.826595
- Q 366.409663 105.826595 366.409663 104.626595
- L 366.409663 100.755345
- Q 366.409663 99.555345 365.209663 99.555345
- L 290.289663 99.555345
- Q 289.089663 99.555345 289.089663 100.755345
- L 289.089663 104.626595
- Q 289.089663 105.826595 290.289663 105.826595
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 2.279 $\bullet$ mean: 1.267 $\bullet$ $\sigma$: 0.091 -->
- <g style="fill:#38a9c5;" transform="translate(290.289663 103.79472)scale(0.04 -0.04)">
- <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
- <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(378.681641 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(442.304688 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(505.927734 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(569.550781 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(601.337891 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(663.935547 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(695.722656 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(793.134766 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(854.658203 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(915.9375 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(979.316406 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1013.007812 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1044.794922 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1108.417969 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1140.126953 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1203.75 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(1267.373047 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(1330.996094 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1362.783203 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1425.380859 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1457.167969 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1520.546875 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1554.238281 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1586.025391 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1649.648438 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1681.435547 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1745.058594 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(1808.681641 0.78125)" xlink:href="#DejaVuSans-31"/>
- </g>
- </g>
- <g id="text_12">
- <!-- 1.34 -->
- <g style="fill:#d3d3d3;" transform="translate(11.0175 113.610839)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-31"/>
- <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
- <use x="95.410156" xlink:href="#DejaVuSans-33"/>
- <use x="159.033203" xlink:href="#DejaVuSans-34"/>
- </g>
- </g>
- </g>
- <g id="axes_5">
- <g id="patch_14">
- <path d="M 18.697188 148.249344
- L 372.281346 148.249344
- L 372.281346 122.702592
- L 18.697188 122.702592
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_9">
- <g id="xtick_25"/>
- <g id="xtick_26"/>
- <g id="xtick_27"/>
- <g id="xtick_28"/>
- <g id="xtick_29"/>
- <g id="xtick_30"/>
- </g>
- <g id="matplotlib.axis_10"/>
- <g id="line2d_9">
- <path clip-path="url(#pb57873f6af)" d="M 18.697188 139.284474
- L 372.281346 139.284474
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_10">
- <path clip-path="url(#pb57873f6af)" d="M 20.221257 142.756222
- L 21.745327 145.105843
- L 23.269396 139.754686
- L 24.793466 141.023447
- L 26.317536 144.845139
- L 29.365675 141.202802
- L 30.889745 144.012532
- L 32.413814 141.408487
- L 33.937884 140.391849
- L 35.461954 144.437655
- L 36.986023 139.254348
- L 38.510093 144.295597
- L 40.034163 140.051513
- L 41.558232 143.311219
- L 44.606372 144.866252
- L 46.130441 142.208504
- L 47.654511 141.924836
- L 49.17858 143.843001
- L 50.70265 143.417422
- L 52.22672 140.614782
- L 53.750789 143.054545
- L 55.274859 143.533997
- L 56.798929 140.572293
- L 58.322998 143.322016
- L 59.847068 144.214697
- L 61.371138 141.081007
- L 62.895207 139.458289
- L 64.419277 140.390176
- L 65.943347 143.207359
- L 67.467416 144.289347
- L 68.991486 141.997316
- L 70.515556 124.847262
- L 72.039625 136.316331
- L 73.563695 139.309122
- L 75.087764 140.145196
- L 76.611834 141.142605
- L 78.135904 144.108285
- L 79.659973 145.347588
- L 81.184043 142.986166
- L 82.708113 142.096298
- L 84.232182 144.551539
- L 85.756252 142.897146
- L 87.280322 138.801367
- L 90.328461 143.849272
- L 91.852531 140.672073
- L 93.3766 142.52649
- L 94.90067 144.898272
- L 96.42474 142.433266
- L 97.948809 144.130728
- L 99.472879 142.283569
- L 100.996949 142.985109
- L 102.521018 144.89226
- L 104.045088 143.02198
- L 105.569157 143.555987
- L 107.093227 142.098644
- L 108.617297 138.44034
- L 110.141366 145.886129
- L 111.665436 140.07998
- L 113.189506 139.639779
- L 114.713575 145.546343
- L 116.237645 139.540438
- L 117.761715 145.472234
- L 119.285784 140.801139
- L 120.809854 144.880182
- L 122.333924 141.49901
- L 123.857993 139.573339
- L 125.382063 144.479614
- L 126.906133 140.415145
- L 128.430202 140.425754
- L 129.954272 143.303172
- L 131.478341 137.84259
- L 133.002411 144.739822
- L 134.526481 138.205224
- L 136.05055 144.375251
- L 137.57462 139.726274
- L 139.09869 139.401992
- L 140.622759 143.578572
- L 142.146829 141.012671
- L 143.670899 140.702379
- L 145.194968 142.552001
- L 146.719038 141.231597
- L 148.243108 139.466848
- L 149.767177 142.960527
- L 151.291247 140.787977
- L 152.815317 144.77612
- L 154.339386 143.462682
- L 155.863456 141.028598
- L 157.387525 139.436332
- L 158.911595 144.392713
- L 160.435665 141.403696
- L 161.959734 139.618395
- L 163.483804 141.212057
- L 165.007874 144.041887
- L 166.531943 141.839949
- L 168.056013 142.990746
- L 169.580083 144.319979
- L 171.104152 142.433831
- L 172.628222 141.533882
- L 174.152292 143.07459
- L 175.676361 139.213839
- L 177.200431 144.832884
- L 178.724501 142.479724
- L 180.24857 141.434057
- L 181.77264 143.05097
- L 183.29671 142.672327
- L 184.820779 141.031426
- L 186.344849 145.56777
- L 187.868918 140.66828
- L 189.392988 140.039495
- L 190.917058 145.806398
- L 192.441127 145.478003
- L 193.965197 140.091956
- L 195.489267 140.91292
- L 197.013336 145.530483
- L 198.537406 139.909395
- L 200.061476 145.083454
- L 201.585545 139.698488
- L 203.109615 143.22067
- L 204.633685 141.72722
- L 206.157754 139.208868
- L 207.681824 140.764418
- L 209.205894 143.287514
- L 210.729963 142.7882
- L 212.254033 144.179788
- L 213.778102 145.163715
- L 215.302172 144.134604
- L 216.826242 141.676406
- L 218.350311 143.644563
- L 219.874381 144.979879
- L 221.398451 142.156058
- L 222.92252 145.330384
- L 224.44659 141.369471
- L 225.97066 139.627643
- L 227.494729 144.772074
- L 229.018799 140.145252
- L 230.542869 142.545107
- L 232.066938 144.468465
- L 233.591008 143.458937
- L 235.115078 143.908293
- L 236.639147 140.72074
- L 238.163217 139.843614
- L 239.687287 144.616953
- L 241.211356 140.74849
- L 242.735426 140.348644
- L 244.259495 145.665316
- L 245.783565 140.445967
- L 247.307635 140.262846
- L 248.831704 145.292332
- L 250.355774 141.642338
- L 251.879844 140.076438
- L 253.403913 145.198531
- L 254.927983 140.188935
- L 256.452053 141.656982
- L 257.976122 143.793019
- L 259.500192 138.551869
- L 261.024262 144.611015
- L 262.548331 138.050112
- L 264.072401 141.901843
- L 265.596471 144.426905
- L 267.12054 141.864809
- L 270.168679 144.475051
- L 271.692749 144.113945
- L 273.216819 144.533344
- L 274.740888 143.476321
- L 276.264958 144.274193
- L 277.789028 140.280939
- L 279.313097 140.021823
- L 280.837167 145.563244
- L 282.361237 140.426255
- L 283.885306 139.689616
- L 285.409376 145.358534
- L 286.933446 139.876456
- L 288.457515 141.062994
- L 289.981585 144.757935
- L 293.029724 142.133625
- L 294.553794 143.59324
- L 296.077863 143.431157
- L 297.601933 143.497068
- L 299.126003 145.183157
- L 300.650072 141.164178
- L 302.174142 140.824358
- L 303.698212 143.812829
- L 305.222281 140.372746
- L 306.746351 144.112886
- L 308.270421 142.871941
- L 309.79449 138.103156
- L 311.31856 144.405397
- L 312.84263 143.398163
- L 314.366699 142.644578
- L 315.890769 143.35796
- L 317.414839 143.730144
- L 318.938908 141.769381
- L 320.462978 143.994283
- L 323.511117 141.80897
- L 325.035187 142.023945
- L 326.559256 141.806067
- L 328.083326 145.165689
- L 329.607396 139.589141
- L 331.131465 142.594334
- L 332.655535 141.548083
- L 334.179605 144.278937
- L 335.703674 142.56553
- L 337.227744 142.444213
- L 338.751814 145.36899
- L 340.275883 141.125929
- L 341.799953 141.965272
- L 343.324023 143.586412
- L 344.848092 144.604464
- L 346.372162 142.547512
- L 347.896232 144.409561
- L 349.420301 141.389988
- L 350.944371 145.210194
- L 352.46844 142.352793
- L 353.99251 142.491396
- L 355.51658 145.683023
- L 357.040649 143.508275
- L 358.564719 143.128473
- L 360.088789 145.216659
- L 361.612858 143.450736
- L 363.136928 142.986114
- L 364.660998 145.32837
- L 366.185067 141.526357
- L 367.709137 141.33857
- L 369.233207 144.620578
- L 370.757276 142.493178
- L 372.281346 143.413812
- L 372.281346 143.413812
- " style="fill:none;stroke:#cc7af4;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_13">
- <g id="patch_15">
- <path d="M 18.697188 136.637868
- L 29.458438 136.637868
- Q 31.858438 136.637868 31.858438 134.237868
- L 31.858438 126.495368
- Q 31.858438 124.095368 29.458438 124.095368
- L 18.697188 124.095368
- Q 16.297188 124.095368 16.297188 126.495368
- L 16.297188 134.237868
- Q 16.297188 136.637868 18.697188 136.637868
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- FD -->
- <g style="fill:#cc7af4;" transform="translate(18.697188 132.574118)scale(0.08 -0.08)">
- <use xlink:href="#DejaVuSans-46"/>
- <use x="57.519531" xlink:href="#DejaVuSans-44"/>
- </g>
- </g>
- <g id="text_14">
- <g id="patch_16">
- <path d="M 290.289663 133.502243
- L 365.209663 133.502243
- Q 366.409663 133.502243 366.409663 132.302243
- L 366.409663 128.430993
- Q 366.409663 127.230993 365.209663 127.230993
- L 290.289663 127.230993
- Q 289.089663 127.230993 289.089663 128.430993
- L 289.089663 132.302243
- Q 289.089663 133.502243 290.289663 133.502243
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 0.775 $\bullet$ mean: 0.142 $\bullet$ $\sigma$: 0.083 -->
- <g style="fill:#cc7af4;" transform="translate(290.289663 131.470368)scale(0.04 -0.04)">
- <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
- <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(378.650391 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(442.257812 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(505.880859 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(569.503906 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(601.291016 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(663.888672 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(695.675781 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(793.087891 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(854.611328 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(915.890625 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(979.269531 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1012.960938 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1044.748047 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1108.371094 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1140.158203 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1203.78125 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(1267.404297 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1331.027344 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1362.814453 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1425.412109 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1457.199219 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1520.578125 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1554.269531 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1586.056641 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1649.679688 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1681.466797 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1745.089844 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(1808.712891 0.78125)" xlink:href="#DejaVuSans-33"/>
- </g>
- </g>
- <g id="text_15">
- <!-- 0.25 -->
- <g style="fill:#d3d3d3;" transform="translate(11.0175 140.112286)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-30"/>
- <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
- <use x="95.410156" xlink:href="#DejaVuSans-32"/>
- <use x="159.033203" xlink:href="#DejaVuSans-35"/>
- </g>
- </g>
- </g>
- <g id="axes_6">
- <g id="patch_17">
- <path d="M 15.161346 278.112
- L 18.697188 278.112
- L 18.697188 150.37824
- L 15.161346 150.37824
- z
- " style="fill:#ffffff;"/>
- </g>
- <g clip-path="url(#pea4ce64d8f)">
- <image height="949" id="image5e48d3334f" transform="matrix(4 0 0 0.134879 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
- iVBORw0KGgoAAAANSUhEUgAAAAEAAAO1CAYAAACvpo93AAAABHNCSVQICAgIfAhkiAAAAENJREFUWIXt17ENABAABdEflSmIisZCFrGYWdQ2YQUd4ppXX3vytU0jSQAAAAAAxxi23JCxSw7uhozPUI+JdwEAeJwFePINguRhI2AAAAAASUVORK5CYII="/>
- </g>
- <g id="matplotlib.axis_11"/>
- <g id="matplotlib.axis_12"/>
- </g>
- <g id="axes_7">
- <g id="patch_18">
- <path d="M 18.697188 278.112
- L 372.281346 278.112
- L 372.281346 150.37824
- L 18.697188 150.37824
- z
- " style="fill:#ffffff;"/>
- </g>
- <g clip-path="url(#p4d29a6f753)">
- <image height="128.16" id="image5b516feab7" transform="scale(1 -1)translate(0 -128.16)" width="354.24" x="18.697188" xlink:href="data:image/png;base64,
- 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" y="-149.952"/>
- </g>
- <g id="matplotlib.axis_13">
- <g id="xtick_31">
- <g id="line2d_11">
- <defs>
- <path d="M 0 0
- L 0 4.8
- " id="m544eb03d6a" style="stroke:#262626;"/>
- </defs>
- <g>
- <use style="fill:#262626;stroke:#262626;" x="19.455952" xlink:href="#m544eb03d6a" y="278.112"/>
- </g>
- </g>
- <g id="text_16">
- <!-- 0.00 -->
- <g style="fill:#262626;" transform="translate(13.889546 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-30"/>
- <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
- <use x="95.410156" xlink:href="#DejaVuSans-30"/>
- <use x="159.033203" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_32">
- <g id="line2d_12">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="89.262266" xlink:href="#m544eb03d6a" y="278.112"/>
- </g>
- </g>
- <g id="text_17">
- <!-- 46.00 -->
- <g style="fill:#262626;" transform="translate(82.105235 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-34"/>
- <use x="63.623047" xlink:href="#DejaVuSans-36"/>
- <use x="127.246094" xlink:href="#DejaVuSans-2e"/>
- <use x="159.033203" xlink:href="#DejaVuSans-30"/>
- <use x="222.65625" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_33">
- <g id="line2d_13">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="159.068581" xlink:href="#m544eb03d6a" y="278.112"/>
- </g>
- </g>
- <g id="text_18">
- <!-- 92.00 -->
- <g style="fill:#262626;" transform="translate(151.91155 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-39"/>
- <use x="63.623047" xlink:href="#DejaVuSans-32"/>
- <use x="127.246094" xlink:href="#DejaVuSans-2e"/>
- <use x="159.033203" xlink:href="#DejaVuSans-30"/>
- <use x="222.65625" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_34">
- <g id="line2d_14">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="228.874895" xlink:href="#m544eb03d6a" y="278.112"/>
- </g>
- </g>
- <g id="text_19">
- <!-- 138.00 -->
- <g style="fill:#262626;" transform="translate(220.127239 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-31"/>
- <use x="63.623047" xlink:href="#DejaVuSans-33"/>
- <use x="127.246094" xlink:href="#DejaVuSans-38"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-30"/>
- <use x="286.279297" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_35">
- <g id="line2d_15">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="298.68121" xlink:href="#m544eb03d6a" y="278.112"/>
- </g>
- </g>
- <g id="text_20">
- <!-- 184.00 -->
- <g style="fill:#262626;" transform="translate(289.933554 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-31"/>
- <use x="63.623047" xlink:href="#DejaVuSans-38"/>
- <use x="127.246094" xlink:href="#DejaVuSans-34"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-30"/>
- <use x="286.279297" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_36">
- <g id="line2d_16">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="368.487524" xlink:href="#m544eb03d6a" y="278.112"/>
- </g>
- </g>
- <g id="text_21">
- <!-- 230.00 -->
- <g style="fill:#262626;" transform="translate(359.739868 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-32"/>
- <use x="63.623047" xlink:href="#DejaVuSans-33"/>
- <use x="127.246094" xlink:href="#DejaVuSans-30"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-30"/>
- <use x="286.279297" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="text_22">
- <!-- time (s) -->
- <defs>
- <path d="M 18.3125 70.21875
- L 18.3125 54.6875
- L 36.8125 54.6875
- L 36.8125 47.703125
- L 18.3125 47.703125
- L 18.3125 18.015625
- Q 18.3125 11.328125 20.140625 9.421875
- Q 21.96875 7.515625 27.59375 7.515625
- L 36.8125 7.515625
- L 36.8125 0
- L 27.59375 0
- Q 17.1875 0 13.234375 3.875
- Q 9.28125 7.765625 9.28125 18.015625
- L 9.28125 47.703125
- L 2.6875 47.703125
- L 2.6875 54.6875
- L 9.28125 54.6875
- L 9.28125 70.21875
- z
- " id="DejaVuSans-74"/>
- <path d="M 9.421875 54.6875
- L 18.40625 54.6875
- L 18.40625 0
- L 9.421875 0
- z
- M 9.421875 75.984375
- L 18.40625 75.984375
- L 18.40625 64.59375
- L 9.421875 64.59375
- z
- " id="DejaVuSans-69"/>
- <path d="M 31 75.875
- Q 24.46875 64.65625 21.28125 53.65625
- Q 18.109375 42.671875 18.109375 31.390625
- Q 18.109375 20.125 21.3125 9.0625
- Q 24.515625 -2 31 -13.1875
- L 23.1875 -13.1875
- Q 15.875 -1.703125 12.234375 9.375
- Q 8.59375 20.453125 8.59375 31.390625
- Q 8.59375 42.28125 12.203125 53.3125
- Q 15.828125 64.359375 23.1875 75.875
- z
- " id="DejaVuSans-28"/>
- <path d="M 44.28125 53.078125
- L 44.28125 44.578125
- Q 40.484375 46.53125 36.375 47.5
- Q 32.28125 48.484375 27.875 48.484375
- Q 21.1875 48.484375 17.84375 46.4375
- Q 14.5 44.390625 14.5 40.28125
- Q 14.5 37.15625 16.890625 35.375
- Q 19.28125 33.59375 26.515625 31.984375
- L 29.59375 31.296875
- Q 39.15625 29.25 43.1875 25.515625
- Q 47.21875 21.78125 47.21875 15.09375
- Q 47.21875 7.46875 41.1875 3.015625
- Q 35.15625 -1.421875 24.609375 -1.421875
- Q 20.21875 -1.421875 15.453125 -0.5625
- Q 10.6875 0.296875 5.421875 2
- L 5.421875 11.28125
- Q 10.40625 8.6875 15.234375 7.390625
- Q 20.0625 6.109375 24.8125 6.109375
- Q 31.15625 6.109375 34.5625 8.28125
- Q 37.984375 10.453125 37.984375 14.40625
- Q 37.984375 18.0625 35.515625 20.015625
- Q 33.0625 21.96875 24.703125 23.78125
- L 21.578125 24.515625
- Q 13.234375 26.265625 9.515625 29.90625
- Q 5.8125 33.546875 5.8125 39.890625
- Q 5.8125 47.609375 11.28125 51.796875
- Q 16.75 56 26.8125 56
- Q 31.78125 56 36.171875 55.265625
- Q 40.578125 54.546875 44.28125 53.078125
- z
- " id="DejaVuSans-73"/>
- <path d="M 8.015625 75.875
- L 15.828125 75.875
- Q 23.140625 64.359375 26.78125 53.3125
- Q 30.421875 42.28125 30.421875 31.390625
- Q 30.421875 20.453125 26.78125 9.375
- Q 23.140625 -1.703125 15.828125 -13.1875
- L 8.015625 -13.1875
- Q 14.5 -2 17.703125 9.0625
- Q 20.90625 20.125 20.90625 31.390625
- Q 20.90625 42.671875 17.703125 53.65625
- Q 14.5 64.65625 8.015625 75.875
- z
- " id="DejaVuSans-29"/>
- </defs>
- <g style="fill:#262626;" transform="translate(180.596667 301.086663)scale(0.0768 -0.0768)">
- <use xlink:href="#DejaVuSans-74"/>
- <use x="39.208984" xlink:href="#DejaVuSans-69"/>
- <use x="66.992188" xlink:href="#DejaVuSans-6d"/>
- <use x="164.404297" xlink:href="#DejaVuSans-65"/>
- <use x="225.927734" xlink:href="#DejaVuSans-20"/>
- <use x="257.714844" xlink:href="#DejaVuSans-28"/>
- <use x="296.728516" xlink:href="#DejaVuSans-73"/>
- <use x="348.828125" xlink:href="#DejaVuSans-29"/>
- </g>
- </g>
- </g>
- <g id="matplotlib.axis_14"/>
- </g>
- </g>
- <defs>
- <clipPath id="p857376630e">
- <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
- </clipPath>
- <clipPath id="p1fe16754fc">
- <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
- </clipPath>
- <clipPath id="p2fa31c04c2">
- <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
- </clipPath>
- <clipPath id="pb5a65cb6a1">
- <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
- </clipPath>
- <clipPath id="pb57873f6af">
- <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
- </clipPath>
- <clipPath id="pea4ce64d8f">
- <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
- </clipPath>
- <clipPath id="p4d29a6f753">
- <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
- </clipPath>
- </defs>
- </svg>
|