1234567891011121314151617181920212223242526272829303132333435363738394041424344454647484950515253545556575859606162636465666768697071727374757677787980818283848586878889909192939495969798991001011021031041051061071081091101111121131141151161171181191201211221231241251261271281291301311321331341351361371381391401411421431441451461471481491501511521531541551561571581591601611621631641651661671681691701711721731741751761771781791801811821831841851861871881891901911921931941951961971981992002012022032042052062072082092102112122132142152162172182192202212222232242252262272282292302312322332342352362372382392402412422432442452462472482492502512522532542552562572582592602612622632642652662672682692702712722732742752762772782792802812822832842852862872882892902912922932942952962972982993003013023033043053063073083093103113123133143153163173183193203213223233243253263273283293303313323333343353363373383393403413423433443453463473483493503513523533543553563573583593603613623633643653663673683693703713723733743753763773783793803813823833843853863873883893903913923933943953963973983994004014024034044054064074084094104114124134144154164174184194204214224234244254264274284294304314324334344354364374384394404414424434444454464474484494504514524534544554564574584594604614624634644654664674684694704714724734744754764774784794804814824834844854864874884894904914924934944954964974984995005015025035045055065075085095105115125135145155165175185195205215225235245255265275285295305315325335345355365375385395405415425435445455465475485495505515525535545555565575585595605615625635645655665675685695705715725735745755765775785795805815825835845855865875885895905915925935945955965975985996006016026036046056066076086096106116126136146156166176186196206216226236246256266276286296306316326336346356366376386396406416426436446456466476486496506516526536546556566576586596606616626636646656666676686696706716726736746756766776786796806816826836846856866876886896906916926936946956966976986997007017027037047057067077087097107117127137147157167177187197207217227237247257267277287297307317327337347357367377387397407417427437447457467477487497507517527537547557567577587597607617627637647657667677687697707717727737747757767777787797807817827837847857867877887897907917927937947957967977987998008018028038048058068078088098108118128138148158168178188198208218228238248258268278288298308318328338348358368378388398408418428438448458468478488498508518528538548558568578588598608618628638648658668678688698708718728738748758768778788798808818828838848858868878888898908918928938948958968978988999009019029039049059069079089099109119129139149159169179189199209219229239249259269279289299309319329339349359369379389399409419429439449459469479489499509519529539549559569579589599609619629639649659669679689699709719729739749759769779789799809819829839849859869879889899909919929939949959969979989991000100110021003100410051006100710081009101010111012101310141015101610171018101910201021102210231024102510261027102810291030103110321033103410351036103710381039104010411042104310441045104610471048104910501051105210531054105510561057105810591060106110621063106410651066106710681069107010711072107310741075107610771078107910801081108210831084108510861087108810891090109110921093109410951096109710981099110011011102110311041105110611071108110911101111111211131114111511161117111811191120112111221123112411251126112711281129113011311132113311341135113611371138113911401141114211431144114511461147114811491150115111521153115411551156115711581159116011611162116311641165116611671168116911701171117211731174117511761177117811791180118111821183118411851186118711881189119011911192119311941195119611971198119912001201120212031204120512061207120812091210121112121213121412151216121712181219122012211222122312241225122612271228122912301231123212331234123512361237123812391240124112421243124412451246124712481249125012511252125312541255125612571258125912601261126212631264126512661267126812691270127112721273127412751276127712781279128012811282128312841285128612871288128912901291129212931294129512961297129812991300130113021303130413051306130713081309131013111312131313141315131613171318131913201321132213231324132513261327132813291330133113321333133413351336133713381339134013411342134313441345134613471348134913501351135213531354135513561357135813591360136113621363136413651366136713681369137013711372137313741375137613771378137913801381138213831384138513861387138813891390139113921393139413951396139713981399140014011402140314041405140614071408140914101411141214131414141514161417141814191420142114221423142414251426142714281429143014311432143314341435143614371438143914401441144214431444144514461447144814491450145114521453145414551456145714581459146014611462146314641465146614671468146914701471147214731474147514761477147814791480148114821483148414851486148714881489149014911492149314941495149614971498149915001501150215031504150515061507150815091510151115121513151415151516151715181519152015211522152315241525152615271528152915301531153215331534153515361537153815391540154115421543154415451546154715481549155015511552155315541555155615571558155915601561156215631564156515661567156815691570157115721573157415751576157715781579158015811582158315841585158615871588158915901591159215931594159515961597159815991600160116021603160416051606160716081609161016111612161316141615161616171618161916201621162216231624162516261627162816291630163116321633163416351636163716381639164016411642164316441645164616471648164916501651165216531654165516561657165816591660166116621663166416651666166716681669167016711672167316741675167616771678167916801681168216831684168516861687168816891690169116921693169416951696169716981699170017011702170317041705170617071708170917101711171217131714171517161717171817191720172117221723172417251726172717281729173017311732173317341735173617371738173917401741174217431744174517461747174817491750175117521753175417551756175717581759176017611762176317641765176617671768176917701771177217731774177517761777177817791780178117821783178417851786178717881789179017911792179317941795179617971798179918001801180218031804180518061807180818091810181118121813181418151816181718181819182018211822182318241825182618271828182918301831183218331834183518361837183818391840184118421843184418451846184718481849185018511852185318541855185618571858185918601861186218631864186518661867186818691870187118721873187418751876187718781879188018811882188318841885188618871888188918901891189218931894189518961897189818991900190119021903190419051906190719081909191019111912191319141915191619171918191919201921192219231924192519261927192819291930193119321933193419351936193719381939194019411942194319441945194619471948194919501951195219531954195519561957195819591960196119621963196419651966196719681969197019711972197319741975197619771978197919801981198219831984198519861987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023202420252026202720282029203020312032203320342035203620372038203920402041204220432044204520462047204820492050205120522053205420552056205720582059206020612062206320642065206620672068206920702071207220732074207520762077207820792080208120822083208420852086208720882089209020912092209320942095209620972098209921002101210221032104210521062107210821092110211121122113211421152116211721182119212021212122212321242125212621272128212921302131213221332134213521362137213821392140214121422143214421452146214721482149215021512152215321542155215621572158215921602161216221632164216521662167216821692170217121722173217421752176217721782179218021812182218321842185218621872188218921902191219221932194219521962197219821992200220122022203220422052206220722082209221022112212221322142215221622172218221922202221222222232224222522262227222822292230223122322233223422352236223722382239224022412242224322442245224622472248224922502251225222532254225522562257225822592260226122622263226422652266226722682269227022712272227322742275227622772278227922802281228222832284228522862287228822892290229122922293229422952296229722982299230023012302230323042305230623072308230923102311231223132314231523162317231823192320232123222323232423252326232723282329233023312332233323342335 |
- <?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(#p909c2a674a)" d="M 18.697188 23.008344
- L 372.281346 23.008344
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_2">
- <path clip-path="url(#p909c2a674a)" d="M 18.697188 22.773139
- L 21.745327 23.190711
- L 27.841605 23.420977
- L 29.365675 23.608854
- L 30.889745 23.347179
- L 35.461954 23.629697
- L 36.986023 23.30425
- L 38.510093 23.401471
- L 40.034163 23.360574
- L 41.558232 22.775562
- L 44.606372 23.22652
- L 46.130441 23.245566
- L 47.654511 22.941126
- L 49.17858 22.965853
- L 52.22672 23.509265
- L 53.750789 23.642631
- L 55.274859 23.326484
- L 58.322998 23.278718
- L 62.895207 22.703131
- L 64.419277 23.002272
- L 65.943347 23.035838
- L 67.467416 22.917344
- L 73.563695 23.157638
- L 76.611834 22.948386
- L 78.135904 23.206045
- L 79.659973 23.151002
- L 82.708113 23.260032
- L 84.232182 23.099774
- L 85.756252 23.263674
- L 87.280322 24.723196
- L 90.328461 23.725027
- L 91.852531 23.595045
- L 93.3766 23.342029
- L 94.90067 23.397219
- L 96.42474 23.318864
- L 97.948809 23.568387
- L 99.472879 23.495183
- L 102.521018 23.533625
- L 105.569157 23.580774
- L 107.093227 23.62554
- L 111.665436 23.385129
- L 113.189506 23.502529
- L 119.285784 23.290355
- L 122.333924 23.527248
- L 123.857993 23.467908
- L 126.906133 23.586722
- L 129.954272 23.242862
- L 131.478341 23.391749
- L 134.526481 23.277116
- L 140.622759 23.557946
- L 142.146829 23.521293
- L 143.670899 23.602274
- L 151.291247 23.326172
- L 154.339386 23.444384
- L 155.863456 23.560025
- L 161.959734 23.437796
- L 166.531943 23.458381
- L 177.200431 23.311432
- L 180.24857 23.267824
- L 181.77264 23.448612
- L 186.344849 23.471385
- L 187.868918 23.339145
- L 203.109615 23.221972
- L 204.633685 23.316387
- L 206.157754 23.556211
- L 207.681824 23.468634
- L 209.205894 23.520199
- L 213.778102 23.353103
- L 215.302172 23.412099
- L 216.826242 23.306126
- L 218.350311 23.363661
- L 221.398451 23.239251
- L 222.92252 23.381949
- L 224.44659 23.274427
- L 225.97066 23.380495
- L 229.018799 23.259438
- L 233.591008 23.381831
- L 245.783565 23.306079
- L 247.307635 23.224074
- L 248.831704 23.012393
- L 259.500192 23.307259
- L 261.024262 23.494745
- L 265.596471 23.453106
- L 267.12054 23.282063
- L 268.64461 23.222855
- L 270.168679 23.311252
- L 271.692749 23.262283
- L 274.740888 23.3725
- L 277.789028 23.354791
- L 279.313097 23.404714
- L 282.361237 23.305891
- L 288.457515 23.385622
- L 289.981585 23.281031
- L 294.553794 23.278218
- L 297.601933 23.222136
- L 300.650072 23.168258
- L 303.698212 23.310143
- L 308.270421 23.289894
- L 309.79449 23.37894
- L 314.366699 23.223715
- L 315.890769 23.180708
- L 318.938908 23.361301
- L 325.035187 23.176386
- L 326.559256 23.337269
- L 331.131465 23.186944
- L 335.703674 23.325515
- L 337.227744 23.179606
- L 347.896232 23.221128
- L 349.420301 23.158661
- L 352.46844 23.331009
- L 358.564719 23.228326
- L 361.612858 23.391686
- L 363.136928 23.417789
- L 366.185067 23.265542
- L 372.281346 23.205591
- L 372.281346 23.205591
- " 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: 417.948 $\bullet$ mean: 415.525 $\bullet$ $\sigma$: 0.760 -->
- <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 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"/>
- <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 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 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 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 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 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"/>
- <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 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"/>
- <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 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"/>
- </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-34"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-37"/>
- <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-34"/>
- <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-38"/>
- <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-34"/>
- <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-35"/>
- <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-30"/>
- <use transform="translate(1904.296875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1935.974609 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(1999.597656 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(2063.220703 0.78125)" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- <g id="text_3">
- <!-- 416.76 -->
- <g style="fill:#d3d3d3;" transform="translate(7.2 23.836157)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-34"/>
- <use x="63.623047" xlink:href="#DejaVuSans-31"/>
- <use x="127.246094" xlink:href="#DejaVuSans-36"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-37"/>
- <use x="286.279297" xlink:href="#DejaVuSans-36"/>
- </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(#pd4e3df74fa)" d="M 18.697188 50.050664
- L 372.281346 50.050664
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_4">
- <path clip-path="url(#pd4e3df74fa)" d="M 18.697188 50.283848
- L 20.221257 51.264913
- L 21.745327 51.234039
- L 23.269396 51.498774
- L 24.793466 51.520949
- L 26.317536 51.767683
- L 29.365675 51.956651
- L 30.889745 51.18478
- L 32.413814 51.94209
- L 33.937884 51.806877
- L 35.461954 52.356125
- L 36.986023 51.675522
- L 38.510093 52.003116
- L 40.034163 51.899387
- L 41.558232 50.852978
- L 43.082302 51.501314
- L 44.606372 51.987676
- L 46.130441 52.096938
- L 49.17858 51.431226
- L 50.70265 52.1592
- L 52.22672 52.117554
- L 53.750789 52.270885
- L 58.322998 51.838842
- L 59.847068 51.931991
- L 61.371138 51.279831
- L 62.895207 51.102712
- L 64.419277 51.331706
- L 65.943347 51.116079
- L 67.467416 51.128368
- L 68.991486 51.501959
- L 73.563695 51.998784
- L 75.087764 51.68718
- L 76.611834 51.112591
- L 78.135904 51.411605
- L 82.708113 51.647862
- L 84.232182 51.367193
- L 85.756252 51.548479
- L 87.280322 53.04831
- L 88.804391 51.708043
- L 91.852531 50.993704
- L 93.3766 50.469734
- L 94.90067 50.59502
- L 96.42474 49.890869
- L 97.948809 50.736398
- L 99.472879 50.442403
- L 100.996949 50.388544
- L 102.521018 50.814649
- L 104.045088 50.457342
- L 107.093227 50.885801
- L 108.617297 50.510288
- L 110.141366 50.972161
- L 111.665436 50.441442
- L 114.713575 50.615389
- L 116.237645 50.27931
- L 119.285784 50.141756
- L 123.857993 50.605235
- L 125.382063 50.604569
- L 126.906133 51.033798
- L 129.954272 50.387796
- L 131.478341 50.65792
- L 134.526481 50.302693
- L 136.05055 50.518203
- L 137.57462 50.338338
- L 139.09869 50.400758
- L 140.622759 50.693222
- L 142.146829 50.649881
- L 143.670899 51.083228
- L 145.194968 50.424862
- L 146.719038 50.760406
- L 149.767177 50.171352
- L 151.291247 50.214453
- L 154.339386 50.125849
- L 157.387525 50.835918
- L 158.911595 50.604192
- L 160.435665 50.668671
- L 163.483804 50.531124
- L 165.007874 50.591752
- L 166.531943 50.338853
- L 169.580083 50.807166
- L 171.104152 50.539685
- L 172.628222 50.799401
- L 175.676361 50.404465
- L 177.200431 50.63648
- L 178.724501 50.473167
- L 180.24857 50.172945
- L 186.344849 50.785272
- L 187.868918 50.569584
- L 190.917058 50.722139
- L 192.441127 50.497401
- L 193.965197 50.750362
- L 195.489267 50.438298
- L 197.013336 50.350854
- L 198.537406 50.457383
- L 200.061476 49.933242
- L 201.585545 50.294606
- L 204.633685 50.131355
- L 206.157754 50.539033
- L 207.681824 50.405674
- L 210.729963 50.675193
- L 212.254033 50.454287
- L 213.778102 50.353353
- L 215.302172 50.620305
- L 216.826242 50.163183
- L 218.350311 50.461077
- L 219.874381 50.176584
- L 224.44659 50.252563
- L 225.97066 50.111933
- L 227.494729 50.510205
- L 229.018799 50.193857
- L 232.066938 50.473627
- L 233.591008 50.297709
- L 235.115078 50.587324
- L 239.687287 50.690736
- L 241.211356 50.43113
- L 242.735426 50.944116
- L 244.259495 50.61795
- L 245.783565 50.899972
- L 248.831704 50.859356
- L 251.879844 50.01139
- L 253.403913 49.892324
- L 254.927983 49.941041
- L 256.452053 50.115661
- L 259.500192 49.973672
- L 261.024262 50.216135
- L 262.548331 50.236223
- L 264.072401 50.060772
- L 265.596471 50.470379
- L 271.692749 50.129144
- L 273.216819 50.370241
- L 274.740888 50.436712
- L 276.264958 50.056543
- L 277.789028 50.087128
- L 279.313097 50.4483
- L 280.837167 50.248594
- L 282.361237 50.406436
- L 286.933446 50.255728
- L 293.029724 50.510013
- L 294.553794 50.299425
- L 297.601933 50.335414
- L 299.126003 50.221092
- L 300.650072 50.228575
- L 302.174142 50.421388
- L 305.222281 50.104992
- L 306.746351 50.510658
- L 308.270421 50.120164
- L 309.79449 50.34127
- L 311.31856 50.366404
- L 312.84263 50.007353
- L 314.366699 50.339862
- L 315.890769 50.051792
- L 317.414839 50.200956
- L 318.938908 50.664662
- L 320.462978 50.277896
- L 323.511117 50.437103
- L 325.035187 50.095154
- L 326.559256 50.234363
- L 328.083326 50.084877
- L 329.607396 50.067644
- L 331.131465 49.847397
- L 332.655535 50.271051
- L 334.179605 50.048971
- L 335.703674 50.473798
- L 337.227744 50.04516
- L 338.751814 50.060271
- L 340.275883 50.302034
- L 341.799953 50.101333
- L 343.324023 50.491202
- L 344.848092 50.200077
- L 347.896232 50.204478
- L 349.420301 49.932116
- L 350.944371 50.175382
- L 352.46844 50.28264
- L 353.99251 50.112667
- L 357.040649 50.342313
- L 361.612858 50.36799
- L 363.136928 50.618266
- L 364.660998 50.292594
- L 366.185067 50.301451
- L 367.709137 50.493777
- L 369.233207 50.396227
- L 370.757276 50.50437
- L 372.281346 50.43562
- L 372.281346 50.43562
- " 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: 452.151 $\bullet$ mean: 448.548 $\bullet$ $\sigma$: 2.611 -->
- <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-34"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-31"/>
- <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-34"/>
- <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-34"/>
- <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-35"/>
- <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-38"/>
- <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-32"/>
- <use transform="translate(1904.296875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1936.083984 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(1999.707031 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(2063.330078 0.78125)" xlink:href="#DejaVuSans-31"/>
- </g>
- </g>
- <g id="text_6">
- <!-- 451.25 -->
- <g style="fill:#d3d3d3;" transform="translate(7.2 50.878476)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-34"/>
- <use x="63.623047" xlink:href="#DejaVuSans-35"/>
- <use x="127.246094" xlink:href="#DejaVuSans-31"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-32"/>
- <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(#pb1e2be1279)" d="M 18.697188 78.524483
- L 372.281346 78.524483
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_6">
- <path clip-path="url(#pb1e2be1279)" d="M 18.697188 78.795326
- L 20.221257 78.643021
- L 21.745327 78.719622
- L 23.269396 78.668382
- L 24.793466 78.776628
- L 26.317536 79.043394
- L 27.841605 79.077427
- L 29.365675 78.998933
- L 30.889745 78.758525
- L 33.937884 78.884897
- L 35.461954 78.984022
- L 36.986023 78.693859
- L 38.510093 78.813336
- L 40.034163 78.758138
- L 41.558232 78.283545
- L 43.082302 78.518334
- L 44.606372 78.960942
- L 46.130441 78.861368
- L 47.654511 78.466514
- L 49.17858 78.494882
- L 52.22672 79.214505
- L 53.750789 79.337105
- L 55.274859 78.910042
- L 56.798929 79.034798
- L 58.322998 78.870041
- L 61.371138 78.190867
- L 62.895207 78.242052
- L 64.419277 78.496049
- L 67.467416 78.492571
- L 68.991486 78.413156
- L 73.563695 78.555158
- L 75.087764 78.55096
- L 76.611834 78.319086
- L 78.135904 78.68827
- L 79.659973 78.680115
- L 81.184043 78.787581
- L 82.708113 78.683153
- L 84.232182 78.424712
- L 85.756252 78.621231
- L 87.280322 79.907732
- L 90.328461 79.373636
- L 96.42474 79.234084
- L 102.521018 79.511726
- L 105.569157 79.280231
- L 107.093227 79.361307
- L 111.665436 79.280841
- L 126.906133 79.403225
- L 128.430202 79.221702
- L 129.954272 79.158458
- L 131.478341 79.345554
- L 137.57462 79.2755
- L 139.09869 79.353392
- L 142.146829 79.359838
- L 143.670899 79.355
- L 145.194968 79.199208
- L 148.243108 79.182443
- L 149.767177 79.183942
- L 151.291247 79.358424
- L 154.339386 79.355711
- L 158.911595 79.337987
- L 161.959734 79.250943
- L 171.104152 79.231101
- L 172.628222 79.360248
- L 175.676361 79.209071
- L 177.200431 79.275871
- L 180.24857 79.16713
- L 183.29671 79.359645
- L 187.868918 79.330226
- L 195.489267 79.190992
- L 198.537406 79.289344
- L 200.061476 79.232113
- L 201.585545 79.307076
- L 204.633685 79.221439
- L 206.157754 79.353987
- L 212.254033 79.274456
- L 213.778102 79.218919
- L 218.350311 79.301085
- L 222.92252 79.215564
- L 225.97066 79.273289
- L 230.542869 79.221524
- L 233.591008 79.281019
- L 245.783565 79.39752
- L 247.307635 79.239364
- L 248.831704 79.281467
- L 250.355774 79.107133
- L 261.024262 79.501917
- L 268.64461 79.280957
- L 271.692749 79.296772
- L 283.885306 79.290982
- L 285.409376 79.249482
- L 286.933446 79.389883
- L 291.505655 79.39163
- L 293.029724 79.299763
- L 296.077863 79.378869
- L 297.601933 79.265359
- L 308.270421 79.272006
- L 314.366699 79.244071
- L 318.938908 79.382911
- L 325.035187 79.185303
- L 326.559256 79.316653
- L 334.179605 79.351459
- L 335.703674 79.426159
- L 337.227744 79.265343
- L 340.275883 79.284505
- L 343.324023 79.298674
- L 346.372162 79.323818
- L 350.944371 79.311149
- L 355.51658 79.346064
- L 360.088789 79.291755
- L 361.612858 79.365187
- L 364.660998 79.338674
- L 372.281346 79.241752
- L 372.281346 79.241752
- " 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: 427.959 $\bullet$ mean: 424.008 $\bullet$ $\sigma$: 1.085 -->
- <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-34"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-37"/>
- <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-35"/>
- <use transform="translate(633.173828 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(696.796875 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(728.583984 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(791.181641 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(822.96875 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(920.380859 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(981.904297 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(1043.183594 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(1106.5625 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1140.253906 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1172.041016 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(1235.664062 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1299.287109 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(1362.910156 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1394.697266 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1458.320312 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1521.943359 0.78125)" xlink:href="#DejaVuSans-38"/>
- <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-31"/>
- <use transform="translate(1904.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1936.005859 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1999.628906 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(2063.251953 0.78125)" xlink:href="#DejaVuSans-35"/>
- </g>
- </g>
- <g id="text_9">
- <!-- 426.64 -->
- <g style="fill:#d3d3d3;" transform="translate(7.2 79.352296)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-34"/>
- <use x="63.623047" xlink:href="#DejaVuSans-32"/>
- <use x="127.246094" xlink:href="#DejaVuSans-36"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-36"/>
- <use x="286.279297" xlink:href="#DejaVuSans-34"/>
- </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(#p6eab0ac2aa)" d="M 18.697188 101.920423
- L 372.281346 101.920423
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_8">
- <path clip-path="url(#p6eab0ac2aa)" d="M 20.221257 108.622869
- L 21.745327 104.210935
- L 23.269396 103.913662
- L 24.793466 103.420483
- L 26.317536 102.264377
- L 27.841605 103.0389
- L 29.365675 105.40274
- L 30.889745 101.955826
- L 32.413814 101.195161
- L 33.937884 103.158554
- L 35.461954 105.764675
- L 36.986023 106.707816
- L 38.510093 104.912146
- L 40.034163 102.927696
- L 41.558232 102.544312
- L 43.082302 105.387515
- L 44.606372 106.149234
- L 46.130441 105.68937
- L 47.654511 106.023594
- L 49.17858 105.68197
- L 50.70265 105.039
- L 52.22672 105.057239
- L 53.750789 102.373034
- L 55.274859 105.090708
- L 56.798929 108.622673
- L 58.322998 106.669107
- L 61.371138 105.265043
- L 62.895207 101.626222
- L 64.419277 100.980121
- L 65.943347 107.387811
- L 67.467416 104.956804
- L 68.991486 105.013874
- L 70.515556 106.588162
- L 72.039625 103.284428
- L 73.563695 106.190724
- L 75.087764 109.577517
- L 76.611834 105.963197
- L 78.135904 104.922127
- L 79.659973 105.381015
- L 81.184043 101.671585
- L 82.708113 100.80559
- L 84.232182 106.900548
- L 85.756252 106.827979
- L 87.280322 103.932839
- L 88.804391 104.938644
- L 90.328461 104.227294
- L 91.852531 106.948375
- L 94.90067 101.833512
- L 96.42474 100.751694
- L 97.948809 100.344238
- L 99.472879 103.019951
- L 100.996949 101.877153
- L 104.045088 105.710699
- L 105.569157 102.96089
- L 107.093227 107.263971
- L 108.617297 104.427268
- L 110.141366 104.060593
- L 111.665436 104.70012
- L 113.189506 102.154545
- L 114.713575 103.925009
- L 116.237645 102.060297
- L 117.761715 102.737824
- L 119.285784 105.43417
- L 120.809854 104.651039
- L 122.333924 109.81291
- L 123.857993 111.150121
- L 125.382063 108.54533
- L 126.906133 109.449408
- L 128.430202 108.27678
- L 129.954272 106.484479
- L 131.478341 106.611762
- L 133.002411 110.24706
- L 134.526481 105.824562
- L 136.05055 104.371337
- L 137.57462 105.653554
- L 139.09869 104.002236
- L 140.622759 102.804678
- L 142.146829 103.387172
- L 143.670899 102.78816
- L 145.194968 102.72111
- L 148.243108 101.819458
- L 149.767177 100.66402
- L 152.815317 105.874465
- L 154.339386 108.259558
- L 155.863456 108.969303
- L 157.387525 111.739974
- L 158.911595 108.280383
- L 160.435665 107.04803
- L 161.959734 108.234157
- L 165.007874 104.313012
- L 166.531943 106.859096
- L 168.056013 107.647906
- L 169.580083 107.870225
- L 171.104152 107.227059
- L 172.628222 107.281781
- L 174.152292 110.47224
- L 175.676361 108.324807
- L 177.200431 109.322709
- L 178.724501 109.132836
- L 180.24857 106.763593
- L 181.77264 105.982771
- L 183.29671 109.693606
- L 184.820779 111.711442
- L 186.344849 114.332829
- L 187.868918 114.091995
- L 189.392988 113.388008
- L 192.441127 105.95631
- L 193.965197 108.804049
- L 195.489267 110.710647
- L 197.013336 107.883887
- L 198.537406 106.519549
- L 200.061476 103.547574
- L 201.585545 104.964596
- L 203.109615 107.506956
- L 204.633685 105.255333
- L 206.157754 103.688482
- L 207.681824 109.424473
- L 209.205894 109.607809
- L 210.729963 111.681892
- L 212.254033 110.987297
- L 213.778102 107.462807
- L 215.302172 105.837006
- L 216.826242 105.013757
- L 218.350311 105.085109
- L 219.874381 106.851542
- L 221.398451 106.593682
- L 222.92252 102.750898
- L 224.44659 108.180536
- L 225.97066 106.91401
- L 227.494729 105.473663
- L 229.018799 107.368358
- L 230.542869 107.48281
- L 232.066938 108.962179
- L 233.591008 107.625005
- L 235.115078 109.974876
- L 236.639147 109.733491
- L 238.163217 112.679126
- L 239.687287 112.528943
- L 241.211356 109.848017
- L 242.735426 109.293822
- L 244.259495 105.833409
- L 245.783565 103.626952
- L 247.307635 107.282603
- L 248.831704 106.666368
- L 250.355774 104.804311
- L 251.879844 102.682518
- L 253.403913 102.578443
- L 254.927983 104.690293
- L 256.452053 105.804988
- L 257.976122 106.303883
- L 259.500192 107.761336
- L 261.024262 108.645177
- L 262.548331 108.931336
- L 264.072401 106.661278
- L 265.596471 109.392651
- L 267.12054 107.651583
- L 268.64461 108.758999
- L 270.168679 112.096823
- L 271.692749 110.771982
- L 273.216819 108.93701
- L 274.740888 106.780227
- L 276.264958 110.059026
- L 277.789028 111.928166
- L 280.837167 111.159906
- L 282.361237 110.19657
- L 283.885306 107.450633
- L 285.409376 107.773742
- L 286.933446 109.499115
- L 288.457515 109.375159
- L 289.981585 111.6896
- L 291.505655 109.645346
- L 293.029724 109.135183
- L 294.553794 110.476388
- L 296.077863 109.727817
- L 297.601933 109.979024
- L 299.126003 109.752477
- L 300.650072 106.685349
- L 302.174142 102.79591
- L 303.698212 108.331503
- L 305.222281 107.771395
- L 306.746351 106.784534
- L 308.270421 104.880674
- L 309.79449 101.060753
- L 311.31856 106.806804
- L 312.84263 105.887931
- L 314.366699 106.242157
- L 315.890769 108.149964
- L 317.414839 105.368725
- L 318.938908 106.373238
- L 320.462978 109.790444
- L 321.987048 108.583218
- L 323.511117 110.470047
- L 325.035187 109.20912
- L 326.559256 105.873606
- L 328.083326 105.607954
- L 329.607396 105.824991
- L 331.131465 107.254537
- L 332.655535 108.313847
- L 334.179605 106.821638
- L 335.703674 107.309059
- L 337.227744 106.43872
- L 338.751814 105.077947
- L 340.275883 105.77305
- L 341.799953 105.698567
- L 343.324023 103.019326
- L 344.848092 109.071068
- L 346.372162 107.897857
- L 347.896232 108.209693
- L 349.420301 110.20976
- L 350.944371 105.082841
- L 352.46844 106.12219
- L 353.99251 106.580412
- L 355.51658 109.115964
- L 357.040649 112.583035
- L 358.564719 109.859761
- L 360.088789 107.377676
- L 361.612858 106.845084
- L 363.136928 106.100582
- L 364.660998 107.162165
- L 366.185067 107.63577
- L 367.709137 106.517006
- L 369.233207 107.914062
- L 370.757276 104.260567
- L 372.281346 111.598833
- L 372.281346 111.598833
- " 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: 1.358 $\bullet$ mean: 1.197 $\bullet$ $\sigma$: 0.073 -->
- <defs>
- <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"/>
- </defs>
- <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-31"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(1331.152344 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1362.939453 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1425.537109 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1457.324219 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1520.703125 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1554.394531 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1586.181641 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1649.804688 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1681.591797 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1745.214844 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(1808.837891 0.78125)" xlink:href="#DejaVuSans-33"/>
- </g>
- </g>
- <g id="text_12">
- <!-- 1.32 -->
- <g style="fill:#d3d3d3;" transform="translate(11.0175 102.748236)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-32"/>
- </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(#pc4ebadbba8)" d="M 18.697188 130.73296
- L 372.281346 130.73296
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_10">
- <path clip-path="url(#pc4ebadbba8)" d="M 20.221257 136.989732
- L 21.745327 136.730711
- L 23.269396 142.768156
- L 24.793466 134.598929
- L 26.317536 136.555611
- L 27.841605 142.430083
- L 29.365675 138.645158
- L 30.889745 130.878884
- L 32.413814 127.232109
- L 33.937884 131.782112
- L 35.461954 135.316148
- L 36.986023 142.105228
- L 38.510093 144.114004
- L 40.034163 140.148321
- L 41.558232 131.116152
- L 43.082302 130.906519
- L 44.606372 137.225927
- L 46.130441 137.630233
- L 47.654511 130.31574
- L 49.17858 130.642194
- L 50.70265 132.107524
- L 52.22672 140.311104
- L 53.750789 130.071302
- L 55.274859 132.413462
- L 56.798929 138.14033
- L 58.322998 140.138447
- L 59.847068 137.78746
- L 61.371138 141.468549
- L 62.895207 138.852518
- L 64.419277 134.147123
- L 65.943347 139.682241
- L 67.467416 139.050046
- L 68.991486 132.304465
- L 70.515556 144.685289
- L 72.039625 132.322924
- L 73.563695 134.777324
- L 75.087764 141.789024
- L 76.611834 134.069878
- L 78.135904 135.954496
- L 79.659973 144.800846
- L 81.184043 134.814396
- L 82.708113 132.286274
- L 84.232182 136.701399
- L 85.756252 141.819106
- L 87.280322 142.614302
- L 88.804391 134.175325
- L 90.328461 136.353315
- L 91.852531 145.708949
- L 93.3766 134.066641
- L 94.90067 128.338718
- L 96.42474 126.636206
- L 97.948809 131.700671
- L 99.472879 141.125465
- L 100.996949 137.365834
- L 102.521018 132.224092
- L 104.045088 132.690353
- L 105.569157 137.715928
- L 107.093227 139.910188
- L 108.617297 131.928936
- L 110.141366 131.390041
- L 111.665436 135.360277
- L 113.189506 141.998588
- L 114.713575 139.701091
- L 116.237645 132.457889
- L 117.761715 130.399532
- L 119.285784 133.453006
- L 120.809854 142.061036
- L 122.333924 140.024327
- L 123.857993 143.262852
- L 125.382063 135.343677
- L 126.906133 137.009339
- L 128.430202 139.609854
- L 129.954272 131.323163
- L 131.478341 134.206218
- L 133.002411 145.010044
- L 134.526481 136.399276
- L 137.57462 143.723912
- L 140.622759 129.273496
- L 142.146829 129.295191
- L 143.670899 131.266374
- L 145.194968 135.889645
- L 146.719038 144.062088
- L 148.243108 135.749568
- L 149.767177 129.517988
- L 151.291247 132.788322
- L 152.815317 136.711824
- L 154.339386 145.201969
- L 155.863456 125.433138
- L 157.387525 142.252773
- L 158.911595 134.275067
- L 160.435665 132.349727
- L 161.959734 138.283568
- L 163.483804 139.043853
- L 165.007874 131.587897
- L 166.531943 138.818922
- L 168.056013 143.482107
- L 169.580083 136.703901
- L 171.104152 133.476789
- L 172.628222 136.771056
- L 174.152292 143.164371
- L 175.676361 133.191753
- L 177.200431 136.294888
- L 178.724501 144.484799
- L 180.24857 135.656625
- L 181.77264 131.954154
- L 183.29671 134.633919
- L 184.820779 142.433923
- L 186.344849 131.667252
- L 187.868918 130.9874
- L 189.392988 136.589232
- L 190.917058 143.674116
- L 192.441127 135.042515
- L 193.965197 134.271679
- L 195.489267 136.596869
- L 197.013336 144.430678
- L 198.537406 134.242144
- L 200.061476 132.776997
- L 201.585545 138.514865
- L 203.109615 142.912343
- L 204.633685 135.024385
- L 206.157754 130.807223
- L 207.681824 134.79974
- L 209.205894 142.969693
- L 210.729963 139.376165
- L 212.254033 140.78399
- L 213.778102 142.416944
- L 215.302172 134.439074
- L 216.826242 132.975618
- L 218.350311 136.630345
- L 219.874381 143.604642
- L 221.398451 135.697071
- L 222.92252 133.456091
- L 224.44659 137.640194
- L 225.97066 144.125846
- L 227.494729 135.681052
- L 229.018799 134.645982
- L 230.542869 139.523131
- L 232.066938 142.272521
- L 233.591008 135.775223
- L 235.115078 134.59062
- L 236.639147 137.438682
- L 238.163217 143.808656
- L 239.687287 136.273706
- L 241.211356 133.273609
- L 242.735426 131.98616
- L 244.259495 138.086224
- L 245.783565 141.626912
- L 247.307635 135.670882
- L 248.831704 124.992227
- L 250.355774 130.94666
- L 251.879844 131.718818
- L 253.403913 136.630043
- L 254.927983 142.331661
- L 256.452053 140.930752
- L 257.976122 132.236608
- L 259.500192 134.544688
- L 261.024262 141.270104
- L 262.548331 138.210065
- L 264.072401 133.048321
- L 265.596471 135.130131
- L 267.12054 140.140082
- L 268.64461 138.822555
- L 270.168679 134.073303
- L 271.692749 136.070893
- L 273.216819 143.241568
- L 274.740888 138.083024
- L 276.264958 139.4876
- L 277.789028 142.793476
- L 279.313097 139.349574
- L 280.837167 141.180845
- L 282.361237 141.442137
- L 283.885306 135.949145
- L 285.409376 139.839554
- L 286.933446 141.812872
- L 288.457515 138.193501
- L 289.981585 139.667481
- L 291.505655 145.700965
- L 293.029724 138.585425
- L 294.553794 142.002559
- L 296.077863 140.018906
- L 297.601933 139.694529
- L 299.126003 142.754254
- L 300.650072 140.664398
- L 302.174142 138.791295
- L 303.698212 143.085856
- L 305.222281 141.146085
- L 306.746351 136.67853
- L 308.270421 135.846362
- L 309.79449 138.438069
- L 311.31856 144.416976
- L 312.84263 135.608557
- L 314.366699 136.033234
- L 315.890769 140.215123
- L 317.414839 143.134021
- L 318.938908 135.42008
- L 320.462978 136.77954
- L 321.987048 143.930526
- L 323.511117 138.112502
- L 325.035187 137.909245
- L 326.559256 142.679698
- L 328.083326 135.602498
- L 329.607396 135.857245
- L 331.131465 142.13905
- L 332.655535 136.027297
- L 334.179605 134.466648
- L 335.703674 132.717821
- L 337.227744 139.175154
- L 338.751814 144.346011
- L 340.275883 136.909151
- L 341.799953 134.162166
- L 343.324023 133.097298
- L 344.848092 139.848691
- L 346.372162 141.195559
- L 347.896232 133.923231
- L 349.420301 135.815836
- L 350.944371 142.14576
- L 352.46844 135.807061
- L 353.99251 136.660891
- L 355.51658 139.882432
- L 357.040649 144.31356
- L 358.564719 139.305017
- L 360.088789 133.398702
- L 361.612858 137.255513
- L 363.136928 138.310917
- L 364.660998 143.463391
- L 366.185067 138.782628
- L 367.709137 134.988617
- L 369.233207 132.501216
- L 370.757276 134.742089
- L 372.281346 139.312931
- L 372.281346 139.312931
- " 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: 0.395 $\bullet$ mean: 0.184 $\bullet$ $\sigma$: 0.076 -->
- <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(378.759766 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(1331.152344 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1362.939453 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1425.537109 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1457.324219 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1520.703125 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1554.394531 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1586.181641 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1649.804688 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1681.591797 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1745.214844 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(1808.837891 0.78125)" xlink:href="#DejaVuSans-36"/>
- </g>
- </g>
- <g id="text_15">
- <!-- 0.30 -->
- <g style="fill:#d3d3d3;" transform="translate(11.0175 131.560773)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-33"/>
- <use x="159.033203" xlink:href="#DejaVuSans-30"/>
- </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(#p3afd794433)">
- <image height="948" id="image027e8c471e" transform="matrix(4 0 0 0.135021 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
- iVBORw0KGgoAAAANSUhEUgAAAAEAAAO0CAYAAABk+lzSAAAABHNCSVQICAgIfAhkiAAAAEVJREFUWIXt17ENABAABdEflSmIisZCFrGYWdQ2YQGJRCVyzauvPfnappEkAAAAAIADw5YXMnbk4F7IgAvUY+JJAAD+ZwEqYw2AeMVQngAAAABJRU5ErkJggg=="/>
- </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(#p11ff72613f)">
- <image height="128.16" id="image7fc029a69b" 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="m2fa1f6fb30" style="stroke:#262626;"/>
- </defs>
- <g>
- <use style="fill:#262626;stroke:#262626;" x="19.455952" xlink:href="#m2fa1f6fb30" 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="#m2fa1f6fb30" 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="#m2fa1f6fb30" 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="#m2fa1f6fb30" 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="#m2fa1f6fb30" 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="#m2fa1f6fb30" 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="p909c2a674a">
- <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
- </clipPath>
- <clipPath id="pd4e3df74fa">
- <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
- </clipPath>
- <clipPath id="pb1e2be1279">
- <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
- </clipPath>
- <clipPath id="p6eab0ac2aa">
- <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
- </clipPath>
- <clipPath id="pc4ebadbba8">
- <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
- </clipPath>
- <clipPath id="p3afd794433">
- <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
- </clipPath>
- <clipPath id="p11ff72613f">
- <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
- </clipPath>
- </defs>
- </svg>
|