1234567891011121314151617181920212223242526272829303132333435363738394041424344454647484950515253545556575859606162636465666768697071727374757677787980818283848586878889909192939495969798991001011021031041051061071081091101111121131141151161171181191201211221231241251261271281291301311321331341351361371381391401411421431441451461471481491501511521531541551561571581591601611621631641651661671681691701711721731741751761771781791801811821831841851861871881891901911921931941951961971981992002012022032042052062072082092102112122132142152162172182192202212222232242252262272282292302312322332342352362372382392402412422432442452462472482492502512522532542552562572582592602612622632642652662672682692702712722732742752762772782792802812822832842852862872882892902912922932942952962972982993003013023033043053063073083093103113123133143153163173183193203213223233243253263273283293303313323333343353363373383393403413423433443453463473483493503513523533543553563573583593603613623633643653663673683693703713723733743753763773783793803813823833843853863873883893903913923933943953963973983994004014024034044054064074084094104114124134144154164174184194204214224234244254264274284294304314324334344354364374384394404414424434444454464474484494504514524534544554564574584594604614624634644654664674684694704714724734744754764774784794804814824834844854864874884894904914924934944954964974984995005015025035045055065075085095105115125135145155165175185195205215225235245255265275285295305315325335345355365375385395405415425435445455465475485495505515525535545555565575585595605615625635645655665675685695705715725735745755765775785795805815825835845855865875885895905915925935945955965975985996006016026036046056066076086096106116126136146156166176186196206216226236246256266276286296306316326336346356366376386396406416426436446456466476486496506516526536546556566576586596606616626636646656666676686696706716726736746756766776786796806816826836846856866876886896906916926936946956966976986997007017027037047057067077087097107117127137147157167177187197207217227237247257267277287297307317327337347357367377387397407417427437447457467477487497507517527537547557567577587597607617627637647657667677687697707717727737747757767777787797807817827837847857867877887897907917927937947957967977987998008018028038048058068078088098108118128138148158168178188198208218228238248258268278288298308318328338348358368378388398408418428438448458468478488498508518528538548558568578588598608618628638648658668678688698708718728738748758768778788798808818828838848858868878888898908918928938948958968978988999009019029039049059069079089099109119129139149159169179189199209219229239249259269279289299309319329339349359369379389399409419429439449459469479489499509519529539549559569579589599609619629639649659669679689699709719729739749759769779789799809819829839849859869879889899909919929939949959969979989991000100110021003100410051006100710081009101010111012101310141015101610171018101910201021102210231024102510261027102810291030103110321033103410351036103710381039104010411042104310441045104610471048104910501051105210531054105510561057105810591060106110621063106410651066106710681069107010711072107310741075107610771078107910801081108210831084108510861087108810891090109110921093109410951096109710981099110011011102110311041105110611071108110911101111111211131114111511161117111811191120112111221123112411251126112711281129113011311132113311341135113611371138113911401141114211431144114511461147114811491150115111521153115411551156115711581159116011611162116311641165116611671168116911701171117211731174117511761177117811791180118111821183118411851186118711881189119011911192119311941195119611971198119912001201120212031204120512061207120812091210121112121213121412151216121712181219122012211222122312241225122612271228122912301231123212331234123512361237123812391240124112421243124412451246124712481249125012511252125312541255125612571258125912601261126212631264126512661267126812691270127112721273127412751276127712781279128012811282128312841285128612871288128912901291129212931294129512961297129812991300130113021303130413051306130713081309131013111312131313141315131613171318131913201321132213231324132513261327132813291330133113321333133413351336133713381339134013411342134313441345134613471348134913501351135213531354135513561357135813591360136113621363136413651366136713681369137013711372137313741375137613771378137913801381138213831384138513861387138813891390139113921393139413951396139713981399140014011402140314041405140614071408140914101411141214131414141514161417141814191420142114221423142414251426142714281429143014311432143314341435143614371438143914401441144214431444144514461447144814491450145114521453145414551456145714581459146014611462146314641465146614671468146914701471147214731474147514761477147814791480148114821483148414851486148714881489149014911492149314941495149614971498149915001501150215031504150515061507150815091510151115121513151415151516151715181519152015211522152315241525152615271528152915301531153215331534153515361537153815391540154115421543154415451546154715481549155015511552155315541555155615571558155915601561156215631564156515661567156815691570157115721573157415751576157715781579158015811582158315841585158615871588158915901591159215931594159515961597159815991600160116021603160416051606160716081609161016111612161316141615161616171618161916201621162216231624162516261627162816291630163116321633163416351636163716381639164016411642164316441645164616471648164916501651165216531654165516561657165816591660166116621663166416651666166716681669167016711672167316741675167616771678167916801681168216831684168516861687168816891690169116921693169416951696169716981699170017011702170317041705170617071708170917101711171217131714171517161717171817191720172117221723172417251726172717281729173017311732173317341735173617371738173917401741174217431744174517461747174817491750175117521753175417551756175717581759176017611762176317641765176617671768176917701771177217731774177517761777177817791780178117821783178417851786178717881789179017911792179317941795179617971798179918001801180218031804180518061807180818091810181118121813181418151816181718181819182018211822182318241825182618271828182918301831183218331834183518361837183818391840184118421843184418451846184718481849185018511852185318541855185618571858185918601861186218631864186518661867186818691870187118721873187418751876187718781879188018811882188318841885188618871888188918901891189218931894189518961897189818991900190119021903190419051906190719081909191019111912191319141915191619171918191919201921192219231924192519261927192819291930193119321933193419351936193719381939194019411942194319441945194619471948194919501951195219531954195519561957195819591960196119621963196419651966196719681969197019711972197319741975197619771978197919801981198219831984198519861987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023202420252026202720282029203020312032203320342035203620372038203920402041204220432044204520462047204820492050205120522053205420552056205720582059206020612062206320642065206620672068206920702071207220732074207520762077207820792080208120822083208420852086208720882089209020912092209320942095209620972098209921002101210221032104210521062107210821092110211121122113211421152116211721182119212021212122212321242125212621272128212921302131213221332134213521362137213821392140214121422143214421452146214721482149215021512152215321542155215621572158215921602161216221632164216521662167216821692170217121722173217421752176217721782179218021812182218321842185218621872188218921902191219221932194219521962197219821992200220122022203220422052206220722082209221022112212221322142215221622172218221922202221222222232224222522262227222822292230223122322233223422352236223722382239224022412242224322442245224622472248224922502251225222532254225522562257225822592260226122622263226422652266226722682269227022712272227322742275227622772278227922802281228222832284228522862287228822892290229122922293229422952296229722982299230023012302230323042305230623072308230923102311231223132314231523162317 |
- <?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="750.631862pt" version="1.1" viewBox="0 0 571.269304 750.631862" width="571.269304pt" 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 0 750.631862
- L 571.269304 750.631862
- L 571.269304 0
- L 0 0
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="axes_1">
- <g id="patch_2">
- <path d="M 20.605938 79.85856
- L 559.269304 79.85856
- L 559.269304 12
- L 20.605938 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(#pcaa802e5db)" d="M 20.605938 65.766407
- L 559.269304 65.766407
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_2">
- <path clip-path="url(#pcaa802e5db)" d="M 20.605938 17.1408
- L 23.549453 67.467005
- L 26.492969 67.796225
- L 29.436484 67.566977
- L 32.38 68.5488
- L 35.323516 68.311168
- L 38.267031 67.705192
- L 41.210547 67.790407
- L 44.154063 67.342246
- L 47.097578 67.15637
- L 50.041094 67.28134
- L 55.928125 66.948177
- L 61.815157 67.444285
- L 64.758672 66.763373
- L 67.702188 67.71438
- L 70.645704 66.875576
- L 73.589219 67.365425
- L 76.532735 66.962379
- L 79.476251 67.309726
- L 82.419766 66.914125
- L 91.250313 66.807665
- L 94.193829 67.289551
- L 97.137345 67.334188
- L 103.024376 68.188553
- L 105.967892 67.710685
- L 108.911407 67.945389
- L 111.854923 67.427288
- L 114.798439 67.515661
- L 117.741954 66.909034
- L 120.68547 66.169839
- L 126.572501 66.238592
- L 129.516017 66.669565
- L 132.459533 66.736997
- L 135.403048 66.945076
- L 138.346564 67.351721
- L 141.29008 66.985176
- L 144.233595 67.902227
- L 147.177111 67.092268
- L 150.120627 67.02518
- L 156.007658 66.339655
- L 158.951174 66.517606
- L 161.894689 66.94433
- L 167.781721 67.488825
- L 170.725236 66.855708
- L 173.668752 67.381465
- L 176.612268 66.278577
- L 179.555783 67.305381
- L 182.499299 65.962736
- L 185.442815 66.944942
- L 188.38633 66.538489
- L 191.329846 67.02028
- L 194.273362 66.781385
- L 197.216877 67.350534
- L 200.160393 67.024338
- L 203.103909 67.254218
- L 206.047424 66.324036
- L 208.99094 66.298617
- L 211.934456 66.666311
- L 214.877971 66.306905
- L 217.821487 66.500475
- L 223.708518 65.875569
- L 226.652034 65.939748
- L 229.59555 65.310918
- L 232.539065 65.257018
- L 235.482581 64.27598
- L 238.426097 65.502651
- L 241.369612 66.566166
- L 244.313128 66.679384
- L 247.256644 67.319066
- L 250.200159 67.539548
- L 253.143675 66.789577
- L 256.087191 66.787816
- L 259.030706 66.59572
- L 261.974222 66.091745
- L 264.917738 66.425731
- L 267.861253 66.050286
- L 270.804769 66.099994
- L 273.748285 66.42085
- L 276.6918 66.039892
- L 279.635316 66.787854
- L 282.578832 65.919229
- L 285.522347 66.492972
- L 288.465863 66.149224
- L 291.409378 66.25446
- L 294.352894 66.728193
- L 297.29641 66.394283
- L 300.239925 66.507481
- L 303.183441 65.870784
- L 306.126957 66.750587
- L 309.070472 66.117719
- L 312.013988 66.282807
- L 314.957504 66.195851
- L 317.901019 66.994516
- L 323.788051 66.895846
- L 326.731566 66.562204
- L 329.675082 66.657563
- L 332.618598 66.005822
- L 338.505629 65.48797
- L 341.449145 66.256699
- L 344.39266 66.048046
- L 347.336176 66.448776
- L 350.279692 66.604888
- L 353.223207 66.3792
- L 356.166723 66.389785
- L 359.110239 66.025977
- L 370.884301 66.70375
- L 373.827817 66.67079
- L 376.771333 66.854253
- L 379.714848 66.368232
- L 382.658364 66.411165
- L 385.60188 66.177418
- L 388.545395 65.760955
- L 391.488911 65.975886
- L 394.432427 65.64167
- L 397.375942 66.732231
- L 400.319458 67.077625
- L 406.206489 66.905761
- L 412.093521 66.238209
- L 415.037036 66.119499
- L 420.924068 66.847133
- L 423.867583 66.544078
- L 426.811099 66.898621
- L 429.754615 66.160862
- L 432.69813 66.441637
- L 435.641646 66.171179
- L 438.585162 66.206761
- L 441.528677 65.562293
- L 444.472193 66.023604
- L 447.415709 66.931697
- L 450.359224 66.538393
- L 453.30274 66.02502
- L 456.246256 65.697656
- L 459.189771 66.751449
- L 462.133287 66.467209
- L 465.076803 67.32033
- L 468.020318 67.023629
- L 473.90735 67.158686
- L 476.850865 66.516936
- L 479.794381 66.239224
- L 482.737897 66.144803
- L 485.681412 66.874562
- L 488.624928 66.181763
- L 491.568444 67.081856
- L 494.511959 66.889223
- L 497.455475 67.820075
- L 500.398991 66.452719
- L 503.342506 67.032568
- L 506.286022 66.70574
- L 509.229538 66.19319
- L 512.173053 66.278137
- L 515.116569 66.134122
- L 518.060085 67.05079
- L 521.0036 66.978094
- L 523.947116 67.444974
- L 526.890632 67.022768
- L 529.834147 67.599019
- L 532.777663 67.194824
- L 538.664694 67.050331
- L 541.60821 66.531196
- L 544.551726 66.402169
- L 550.438757 66.510161
- L 553.382273 66.797252
- L 556.325788 66.062306
- L 559.269304 66.62801
- L 559.269304 66.62801
- " style="fill:none;stroke:#f77189;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_1">
- <g id="patch_3">
- <path d="M 20.605938 38.628818
- L 31.883438 38.628818
- Q 34.283438 38.628818 34.283438 36.228818
- L 34.283438 28.486318
- Q 34.283438 26.086318 31.883438 26.086318
- L 20.605938 26.086318
- Q 18.205938 26.086318 18.205938 28.486318
- L 18.205938 36.228818
- Q 18.205938 38.628818 20.605938 38.628818
- 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(20.605938 34.565068)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 455.776037 35.493193
- L 548.496037 35.493193
- Q 549.696037 35.493193 549.696037 34.293193
- L 549.696037 30.421943
- Q 549.696037 29.221943 548.496037 29.221943
- L 455.776037 29.221943
- Q 454.576037 29.221943 454.576037 30.421943
- L 454.576037 34.293193
- Q 454.576037 35.493193 455.776037 35.493193
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 1620.732 $\bullet$ mean: 1306.424 $\bullet$ $\sigma$: 23.556 -->
- <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 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 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 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 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 10.6875 12.40625
- L 21 12.40625
- L 21 0
- L 10.6875 0
- z
- " id="DejaVuSans-2e"/>
- <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 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 16.796875 31.34375
- Q 16.796875 37.40625 21.015625 41.578125
- Q 25.25 45.75 31.390625 45.75
- Q 37.453125 45.75 41.625 41.578125
- Q 45.796875 37.40625 45.796875 31.34375
- Q 45.796875 25.25 41.59375 21.046875
- Q 37.40625 16.84375 31.296875 16.84375
- Q 25.203125 16.84375 21 21.046875
- Q 16.796875 25.25 16.796875 31.34375
- 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 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 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 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:#f77189;" transform="translate(455.776037 33.461318)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-36"/>
- <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(537.841797 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(569.519531 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(633.142578 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(696.765625 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(760.388672 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(792.175781 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(854.773438 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(886.560547 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(983.972656 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(1045.496094 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(1106.775391 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(1170.154297 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1203.845703 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1235.632812 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1299.255859 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(1362.878906 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1426.501953 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(1490.125 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1521.912109 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(1585.535156 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1649.158203 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(1712.78125 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1744.568359 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1807.166016 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1838.953125 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1902.332031 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1936.023438 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1967.810547 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(2031.433594 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(2095.056641 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(2126.84375 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(2190.466797 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(2254.089844 0.78125)" xlink:href="#DejaVuSans-36"/>
- </g>
- </g>
- <g id="text_3">
- <!-- 1310.62 -->
- <g style="fill:#d3d3d3;" transform="translate(7.2 66.59422)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-31"/>
- <use x="63.623047" xlink:href="#DejaVuSans-33"/>
- <use x="127.246094" xlink:href="#DejaVuSans-31"/>
- <use x="190.869141" xlink:href="#DejaVuSans-30"/>
- <use x="254.492188" xlink:href="#DejaVuSans-2e"/>
- <use x="286.279297" xlink:href="#DejaVuSans-36"/>
- <use x="349.902344" xlink:href="#DejaVuSans-32"/>
- </g>
- </g>
- </g>
- <g id="axes_2">
- <g id="patch_5">
- <path d="M 20.605938 153.372
- L 559.269304 153.372
- L 559.269304 85.51344
- L 20.605938 85.51344
- 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(#p41f2e18823)" d="M 20.605938 140.296287
- L 559.269304 140.296287
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_4">
- <path clip-path="url(#p41f2e18823)" d="M 20.605938 90.65424
- L 23.549453 142.06224
- L 26.492969 140.727529
- L 29.436484 140.497462
- L 32.38 140.899829
- L 35.323516 141.172749
- L 38.267031 140.704876
- L 41.210547 141.182399
- L 44.154063 140.707817
- L 47.097578 140.823611
- L 50.041094 140.605363
- L 52.98461 140.79456
- L 58.871641 140.646127
- L 61.815157 140.783594
- L 64.758672 140.60139
- L 67.702188 140.836281
- L 70.645704 140.323873
- L 73.589219 141.010719
- L 76.532735 140.683823
- L 79.476251 141.237896
- L 82.419766 140.50324
- L 85.363282 140.951327
- L 91.250313 140.470059
- L 94.193829 140.722266
- L 97.137345 140.649737
- L 100.08086 140.772008
- L 103.024376 141.078476
- L 105.967892 141.001305
- L 108.911407 141.148138
- L 111.854923 140.524372
- L 117.741954 140.993822
- L 123.628986 140.731244
- L 126.572501 140.690659
- L 129.516017 140.467791
- L 132.459533 140.712979
- L 135.403048 140.622364
- L 138.346564 141.085285
- L 141.29008 140.478241
- L 144.233595 141.298634
- L 147.177111 140.717752
- L 150.120627 141.076435
- L 153.064142 140.634903
- L 156.007658 140.771081
- L 158.951174 140.619602
- L 164.838205 140.737979
- L 167.781721 140.861976
- L 170.725236 140.659802
- L 173.668752 141.197031
- L 176.612268 140.294406
- L 179.555783 141.564949
- L 182.499299 140.523056
- L 185.442815 141.241795
- L 188.38633 140.400449
- L 191.329846 141.289678
- L 194.273362 140.796959
- L 197.216877 141.358104
- L 200.160393 140.62017
- L 203.103909 141.104144
- L 208.99094 140.57636
- L 211.934456 140.868479
- L 214.877971 140.753743
- L 217.821487 140.854961
- L 220.765003 140.765946
- L 223.708518 140.90326
- L 226.652034 140.900681
- L 229.59555 140.589804
- L 232.539065 140.901944
- L 235.482581 140.370909
- L 238.426097 140.158128
- L 241.369612 140.758206
- L 247.256644 140.573702
- L 250.200159 141.192617
- L 253.143675 140.840049
- L 256.087191 140.860612
- L 259.030706 140.710396
- L 264.917738 140.865358
- L 267.861253 140.55438
- L 273.748285 140.668238
- L 279.635316 140.590319
- L 282.578832 140.26484
- L 285.522347 140.923666
- L 288.465863 140.495474
- L 291.409378 140.880918
- L 294.352894 140.685501
- L 297.29641 140.726108
- L 300.239925 141.318782
- L 303.183441 140.39395
- L 306.126957 141.098703
- L 309.070472 140.646822
- L 312.013988 140.761173
- L 314.957504 140.401996
- L 317.901019 140.738236
- L 320.844535 141.352016
- L 323.788051 140.877251
- L 326.731566 140.678172
- L 329.675082 141.012502
- L 332.618598 140.681808
- L 335.562113 140.867526
- L 338.505629 140.268013
- L 341.449145 141.001174
- L 344.39266 140.581185
- L 350.279692 140.739036
- L 353.223207 140.617718
- L 356.166723 141.003857
- L 359.110239 140.536911
- L 362.053754 140.866853
- L 364.99727 140.63475
- L 370.884301 140.769508
- L 373.827817 140.904444
- L 379.714848 140.681708
- L 385.60188 140.813703
- L 388.545395 140.583532
- L 391.488911 140.886722
- L 394.432427 140.256247
- L 397.375942 140.794481
- L 400.319458 140.606626
- L 403.262974 141.007135
- L 406.206489 140.738031
- L 409.150005 141.019775
- L 412.093521 140.553449
- L 415.037036 140.518721
- L 417.980552 140.223197
- L 420.924068 140.81546
- L 423.867583 140.416703
- L 426.811099 140.904239
- L 429.754615 140.424033
- L 432.69813 140.670794
- L 435.641646 140.641223
- L 438.585162 140.831351
- L 441.528677 140.715427
- L 444.472193 140.378802
- L 447.415709 140.954243
- L 450.359224 140.540547
- L 453.30274 140.953854
- L 456.246256 140.245412
- L 459.189771 140.859939
- L 462.133287 140.466038
- L 465.076803 141.074114
- L 468.020318 140.768835
- L 470.963834 140.644064
- L 473.90735 141.174916
- L 476.850865 140.63302
- L 479.794381 140.675204
- L 482.737897 140.198376
- L 485.681412 140.899388
- L 488.624928 140.456746
- L 491.568444 140.306945
- L 494.511959 140.974548
- L 497.455475 141.327632
- L 500.398991 140.155781
- L 503.342506 140.940488
- L 506.286022 140.607815
- L 509.229538 140.686633
- L 512.173053 140.93822
- L 515.116569 140.385279
- L 518.060085 140.973285
- L 521.0036 140.602496
- L 523.947116 141.071404
- L 526.890632 140.675668
- L 529.834147 140.990649
- L 532.777663 140.904628
- L 535.721179 140.614755
- L 538.664694 140.920108
- L 541.60821 140.971091
- L 544.551726 140.603684
- L 547.495241 140.769739
- L 550.438757 140.602059
- L 553.382273 140.824874
- L 556.325788 140.347273
- L 559.269304 140.538021
- L 559.269304 140.538021
- " style="fill:none;stroke:#ae9d31;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_4">
- <g id="patch_6">
- <path d="M 20.605938 112.142258
- L 47.149688 112.142258
- Q 49.549688 112.142258 49.549688 109.742258
- L 49.549688 101.999758
- Q 49.549688 99.599758 47.149688 99.599758
- L 20.605938 99.599758
- Q 18.205938 99.599758 18.205938 101.999758
- L 18.205938 109.742258
- Q 18.205938 112.142258 20.605938 112.142258
- 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(20.605938 108.078508)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 453.216037 109.006633
- L 548.496037 109.006633
- Q 549.696037 109.006633 549.696037 107.806633
- L 549.696037 103.935383
- Q 549.696037 102.735383 548.496037 102.735383
- L 453.216037 102.735383
- Q 452.016037 102.735383 452.016037 103.935383
- L 452.016037 107.806633
- Q 452.016037 109.006633 453.216037 109.006633
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 2869.650 $\bullet$ mean: 1477.887 $\bullet$ $\sigma$: 103.164 -->
- <defs>
- <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 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"/>
- </defs>
- <g style="fill:#ae9d31;" transform="translate(453.216037 106.974758)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-38"/>
- <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(537.841797 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(760.498047 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(792.285156 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(854.882812 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(886.669922 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(984.082031 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(1045.605469 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(1106.884766 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(1170.263672 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1203.955078 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(1426.595703 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(1490.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1521.974609 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(1585.597656 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(1649.220703 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(1712.84375 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1744.630859 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1807.228516 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1839.015625 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1902.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1936.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1967.873047 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(2031.496094 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(2095.119141 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(2158.742188 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(2190.529297 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(2254.152344 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(2317.775391 0.78125)" xlink:href="#DejaVuSans-34"/>
- </g>
- </g>
- <g id="text_6">
- <!-- 1483.14 -->
- <g style="fill:#d3d3d3;" transform="translate(7.2 141.1241)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-31"/>
- <use x="63.623047" xlink:href="#DejaVuSans-34"/>
- <use x="127.246094" xlink:href="#DejaVuSans-38"/>
- <use x="190.869141" xlink:href="#DejaVuSans-33"/>
- <use x="254.492188" xlink:href="#DejaVuSans-2e"/>
- <use x="286.279297" xlink:href="#DejaVuSans-31"/>
- <use x="349.902344" xlink:href="#DejaVuSans-34"/>
- </g>
- </g>
- </g>
- <g id="axes_3">
- <g id="patch_8">
- <path d="M 20.605938 226.88544
- L 559.269304 226.88544
- L 559.269304 159.02688
- L 20.605938 159.02688
- 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(#pdc5909a051)" d="M 20.605938 209.070198
- L 559.269304 209.070198
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_6">
- <path clip-path="url(#pdc5909a051)" d="M 20.605938 164.16768
- L 23.549453 214.279642
- L 26.492969 213.689716
- L 29.436484 211.934343
- L 35.323516 215.57568
- L 38.267031 214.332726
- L 44.154063 213.396069
- L 47.097578 212.603311
- L 50.041094 213.602339
- L 52.98461 213.443085
- L 55.928125 212.717523
- L 58.871641 212.908876
- L 61.815157 213.883555
- L 64.758672 211.879211
- L 67.702188 213.300795
- L 70.645704 212.267255
- L 73.589219 213.802393
- L 76.532735 212.700194
- L 79.476251 213.096061
- L 82.419766 212.419635
- L 85.363282 212.78684
- L 88.306798 212.863469
- L 91.250313 212.505112
- L 94.193829 211.293234
- L 97.137345 212.735218
- L 100.08086 212.241444
- L 103.024376 214.354224
- L 108.911407 213.725252
- L 111.854923 213.116388
- L 114.798439 213.278347
- L 117.741954 212.771997
- L 120.68547 212.580644
- L 123.628986 210.855103
- L 126.572501 210.898098
- L 129.516017 210.555973
- L 132.459533 211.595289
- L 135.403048 211.954816
- L 138.346564 211.972584
- L 141.29008 211.833512
- L 144.233595 213.816505
- L 147.177111 212.579913
- L 150.120627 212.256579
- L 153.064142 211.156135
- L 158.951174 210.933049
- L 161.894689 212.926059
- L 164.838205 212.22682
- L 167.781721 212.841387
- L 170.725236 211.949186
- L 173.668752 212.002198
- L 176.612268 210.613006
- L 179.555783 213.283831
- L 182.499299 211.501258
- L 185.442815 212.687032
- L 188.38633 211.081627
- L 191.329846 212.679282
- L 194.273362 211.074169
- L 197.216877 212.983969
- L 200.160393 211.236274
- L 203.103909 212.619178
- L 206.047424 210.613298
- L 208.99094 210.999221
- L 211.934456 212.522587
- L 214.877971 213.103446
- L 217.821487 211.13398
- L 220.765003 210.254137
- L 223.708518 212.734706
- L 229.59555 211.250532
- L 232.539065 210.687002
- L 235.482581 206.046345
- L 238.426097 209.056005
- L 241.369612 211.412857
- L 247.256644 211.325626
- L 250.200159 212.471916
- L 253.143675 210.19023
- L 256.087191 211.373372
- L 259.030706 210.174071
- L 261.974222 209.831434
- L 264.917738 209.838454
- L 267.861253 208.829043
- L 270.804769 210.758294
- L 273.748285 210.615272
- L 276.6918 209.94901
- L 279.635316 211.051429
- L 282.578832 208.777494
- L 285.522347 209.921005
- L 288.465863 207.85334
- L 291.409378 210.984378
- L 294.352894 209.271999
- L 297.29641 211.087184
- L 300.239925 209.150621
- L 303.183441 208.447946
- L 306.126957 210.87777
- L 309.070472 210.441176
- L 312.013988 210.6424
- L 314.957504 210.298081
- L 317.901019 211.925642
- L 320.844535 210.997613
- L 323.788051 211.186407
- L 326.731566 210.281191
- L 329.675082 211.264059
- L 332.618598 210.746448
- L 338.505629 208.221276
- L 341.449145 211.118479
- L 344.39266 209.035312
- L 347.336176 211.185383
- L 350.279692 209.988933
- L 353.223207 212.0721
- L 356.166723 209.999316
- L 359.110239 209.495525
- L 362.053754 209.563599
- L 364.99727 210.651466
- L 367.940786 210.573741
- L 370.884301 210.197177
- L 373.827817 211.323944
- L 376.771333 211.259672
- L 379.714848 210.52497
- L 382.658364 210.390065
- L 385.60188 213.187606
- L 388.545395 211.526777
- L 391.488911 213.68255
- L 394.432427 211.619272
- L 397.375942 214.235259
- L 400.319458 213.642335
- L 403.262974 215.015879
- L 406.206489 211.763098
- L 409.150005 212.722934
- L 412.093521 209.55848
- L 415.037036 210.402569
- L 417.980552 211.005802
- L 420.924068 214.024675
- L 423.867583 211.8923
- L 426.811099 212.433528
- L 429.754615 210.595384
- L 432.69813 212.441717
- L 435.641646 212.772289
- L 438.585162 212.524342
- L 441.528677 210.486509
- L 444.472193 210.6171
- L 447.415709 214.187219
- L 450.359224 211.640769
- L 453.30274 210.902777
- L 456.246256 209.761898
- L 459.189771 212.669849
- L 462.133287 210.963905
- L 465.076803 214.698176
- L 468.020318 212.264111
- L 470.963834 214.03111
- L 473.90735 211.832854
- L 476.850865 209.879693
- L 479.794381 210.107021
- L 482.737897 209.050814
- L 485.681412 210.585147
- L 488.624928 209.85571
- L 491.568444 211.163228
- L 494.511959 211.712426
- L 497.455475 214.928356
- L 500.398991 209.23427
- L 503.342506 212.611354
- L 506.286022 211.143778
- L 509.229538 212.00834
- L 512.173053 211.736117
- L 515.116569 209.863534
- L 518.060085 214.022701
- L 521.0036 212.613109
- L 523.947116 214.649186
- L 526.890632 211.31283
- L 529.834147 214.0344
- L 532.777663 212.463872
- L 535.721179 212.039781
- L 538.664694 213.036469
- L 541.60821 212.095059
- L 544.551726 212.532312
- L 547.495241 211.294916
- L 553.382273 212.730758
- L 556.325788 211.149774
- L 559.269304 213.065132
- L 559.269304 213.065132
- " style="fill:none;stroke:#33b07a;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_7">
- <g id="patch_9">
- <path d="M 20.605938 185.655698
- L 46.695938 185.655698
- Q 49.095938 185.655698 49.095938 183.255698
- L 49.095938 175.513198
- Q 49.095938 173.113198 46.695938 173.113198
- L 20.605938 173.113198
- Q 18.205938 173.113198 18.205938 175.513198
- L 18.205938 183.255698
- Q 18.205938 185.655698 20.605938 185.655698
- 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(20.605938 181.591948)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 458.296037 182.520073
- L 548.496037 182.520073
- Q 549.696037 182.520073 549.696037 181.320073
- L 549.696037 177.448823
- Q 549.696037 176.248823 548.496037 176.248823
- L 458.296037 176.248823
- Q 457.096037 176.248823 457.096037 177.448823
- L 457.096037 181.320073
- Q 457.096037 182.520073 458.296037 182.520073
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 1474.999 $\bullet$ mean: 1396.071 $\bullet$ $\sigma$: 6.383 -->
- <g style="fill:#33b07a;" transform="translate(458.296037 180.488198)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-34"/>
- <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(537.841797 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(760.498047 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(792.285156 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(854.882812 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(886.669922 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(984.082031 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(1045.605469 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(1106.884766 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(1170.263672 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1203.955078 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(1426.611328 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(1490.234375 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1585.644531 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(1649.267578 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1712.890625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1744.677734 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1807.275391 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1839.0625 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1902.441406 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1936.132812 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1967.919922 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(2031.542969 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(2063.330078 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(2126.953125 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(2190.576172 0.78125)" xlink:href="#DejaVuSans-33"/>
- </g>
- </g>
- <g id="text_9">
- <!-- 1400.04 -->
- <g style="fill:#d3d3d3;" transform="translate(7.2 209.89801)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-31"/>
- <use x="63.623047" xlink:href="#DejaVuSans-34"/>
- <use x="127.246094" xlink:href="#DejaVuSans-30"/>
- <use x="190.869141" xlink:href="#DejaVuSans-30"/>
- <use x="254.492188" xlink:href="#DejaVuSans-2e"/>
- <use x="286.279297" xlink:href="#DejaVuSans-30"/>
- <use x="349.902344" xlink:href="#DejaVuSans-34"/>
- </g>
- </g>
- </g>
- <g id="axes_4">
- <g id="patch_11">
- <path d="M 20.605938 300.39888
- L 559.269304 300.39888
- L 559.269304 232.54032
- L 20.605938 232.54032
- 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(#pba14965d35)" d="M 20.605938 286.155221
- L 559.269304 286.155221
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_8">
- <path clip-path="url(#pba14965d35)" d="M 23.549453 237.68112
- L 26.492969 286.827021
- L 29.436484 288.041172
- L 32.38 287.0714
- L 35.323516 287.30358
- L 38.267031 288.014687
- L 41.210547 288.076679
- L 44.154063 287.843214
- L 47.097578 287.841752
- L 50.041094 288.243506
- L 52.98461 288.459626
- L 55.928125 287.87312
- L 58.871641 287.586004
- L 64.758672 287.453839
- L 67.702188 287.650004
- L 70.645704 287.441396
- L 73.589219 287.768184
- L 76.532735 287.247599
- L 79.476251 287.198201
- L 82.419766 287.662068
- L 85.363282 287.283223
- L 88.306798 287.532331
- L 91.250313 288.385964
- L 94.193829 287.982345
- L 97.137345 287.720579
- L 100.08086 287.113934
- L 103.024376 287.759459
- L 105.967892 287.621921
- L 108.911407 288.145194
- L 111.854923 287.955597
- L 114.798439 287.262362
- L 117.741954 287.232261
- L 120.68547 286.707743
- L 123.628986 287.25199
- L 126.572501 288.075657
- L 129.516017 287.936932
- L 132.459533 287.609985
- L 135.403048 286.996754
- L 138.346564 288.20404
- L 141.29008 288.822568
- L 144.233595 288.481738
- L 147.177111 288.496231
- L 150.120627 287.704718
- L 156.007658 288.228871
- L 158.951174 288.142792
- L 167.781721 287.287287
- L 170.725236 286.831818
- L 173.668752 287.103577
- L 176.612268 286.382165
- L 179.555783 286.463022
- L 182.499299 287.783413
- L 188.38633 288.145773
- L 191.329846 287.763647
- L 194.273362 288.537719
- L 197.216877 288.703663
- L 200.160393 288.753497
- L 203.103909 288.422081
- L 206.047424 286.824799
- L 208.99094 287.262742
- L 211.934456 288.613667
- L 217.821487 288.251412
- L 226.652034 287.654402
- L 229.59555 287.958293
- L 232.539065 287.16252
- L 235.482581 286.199256
- L 238.426097 284.529009
- L 241.369612 287.321783
- L 244.313128 287.92209
- L 247.256644 288.06736
- L 250.200159 287.877571
- L 253.143675 287.495474
- L 256.087191 287.440944
- L 259.030706 286.822582
- L 261.974222 287.598087
- L 264.917738 287.940184
- L 267.861253 287.709075
- L 270.804769 287.864811
- L 282.578832 286.229222
- L 288.465863 288.331194
- L 291.409378 287.273475
- L 294.352894 286.677822
- L 297.29641 287.081596
- L 300.239925 286.761367
- L 303.183441 287.146464
- L 309.070472 287.21561
- L 312.013988 287.810004
- L 314.957504 287.795063
- L 317.901019 287.97542
- L 323.788051 288.075202
- L 326.731566 288.673012
- L 329.675082 289.08912
- L 332.618598 288.085672
- L 335.562113 287.553538
- L 338.505629 287.544143
- L 341.449145 287.044411
- L 344.39266 287.318806
- L 347.336176 286.937093
- L 350.279692 286.920089
- L 353.223207 287.10493
- L 356.166723 286.250324
- L 362.053754 287.527613
- L 364.99727 287.660553
- L 367.940786 287.077569
- L 370.884301 287.228167
- L 373.827817 287.155599
- L 376.771333 286.262207
- L 379.714848 287.643846
- L 382.658364 287.755045
- L 385.60188 286.101599
- L 388.545395 286.005174
- L 391.488911 286.657484
- L 394.432427 286.662285
- L 397.375942 287.506809
- L 403.262974 286.136516
- L 406.206489 286.702172
- L 409.150005 287.53697
- L 415.037036 287.376031
- L 417.980552 286.667372
- L 420.924068 287.361208
- L 426.811099 287.276588
- L 429.754615 287.798116
- L 432.69813 287.882969
- L 435.641646 286.808044
- L 438.585162 287.174129
- L 450.359224 286.914502
- L 453.30274 287.233757
- L 456.246256 287.256595
- L 459.189771 288.556295
- L 462.133287 288.44125
- L 465.076803 287.768135
- L 468.020318 287.333914
- L 470.963834 286.675778
- L 473.90735 285.687262
- L 476.850865 286.230685
- L 479.794381 286.554515
- L 482.737897 287.545422
- L 485.681412 288.390404
- L 488.624928 287.1131
- L 491.568444 286.114922
- L 494.511959 287.514365
- L 497.455475 286.56486
- L 500.398991 285.79546
- L 503.342506 285.843498
- L 506.286022 286.150328
- L 509.229538 287.073092
- L 512.173053 286.76189
- L 515.116569 287.321847
- L 521.0036 287.30211
- L 523.947116 287.118832
- L 526.890632 287.05572
- L 529.834147 287.757899
- L 532.777663 287.091257
- L 538.664694 287.689113
- L 541.60821 287.316689
- L 544.551726 287.980018
- L 547.495241 287.900518
- L 550.438757 288.450851
- L 553.382273 288.249134
- L 556.325788 287.354753
- L 559.269304 286.968393
- L 559.269304 286.968393
- " style="fill:none;stroke:#38a9c5;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_10">
- <g id="patch_12">
- <path d="M 20.605938 259.169138
- L 48.339688 259.169138
- Q 50.739688 259.169138 50.739688 256.769138
- L 50.739688 249.026638
- Q 50.739688 246.626638 48.339688 246.626638
- L 20.605938 246.626638
- Q 18.205938 246.626638 18.205938 249.026638
- L 18.205938 256.769138
- Q 18.205938 259.169138 20.605938 259.169138
- 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(20.605938 255.105388)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 471.016037 256.033513
- L 548.496037 256.033513
- Q 549.696037 256.033513 549.696037 254.833513
- L 549.696037 250.962263
- Q 549.696037 249.762263 548.496037 249.762263
- L 471.016037 249.762263
- Q 469.816037 249.762263 469.816037 250.962263
- L 469.816037 254.833513
- Q 469.816037 256.033513 471.016037 256.033513
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 14.362 $\bullet$ mean: 1.202 $\bullet$ $\sigma$: 0.993 -->
- <g style="fill:#38a9c5;" transform="translate(471.016037 254.001638)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-34"/>
- <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(665.039062 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(727.636719 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(759.423828 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(856.835938 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(918.359375 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(979.638672 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(1043.017578 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1076.708984 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1203.828125 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1267.451172 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1331.074219 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1394.697266 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1426.484375 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1489.082031 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1520.869141 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1584.248047 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1617.939453 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1649.726562 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1713.349609 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1745.136719 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(1808.759766 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(1872.382812 0.78125)" xlink:href="#DejaVuSans-33"/>
- </g>
- </g>
- <g id="text_12">
- <!-- 1.47 -->
- <g style="fill:#d3d3d3;" transform="translate(12.92625 286.983033)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-34"/>
- <use x="159.033203" xlink:href="#DejaVuSans-37"/>
- </g>
- </g>
- </g>
- <g id="axes_5">
- <g id="patch_14">
- <path d="M 20.605938 373.91232
- L 559.269304 373.91232
- L 559.269304 306.05376
- L 20.605938 306.05376
- 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(#pd9fa118a53)" d="M 20.605938 329.283951
- L 559.269304 329.283951
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_10">
- <path clip-path="url(#pd9fa118a53)" d="M 23.549453 311.19456
- L 26.492969 335.406226
- L 29.436484 344.755408
- L 32.38 349.382774
- L 35.323516 345.356762
- L 38.267031 344.49858
- L 41.210547 359.701363
- L 44.154063 343.291384
- L 47.097578 341.118093
- L 50.041094 347.454364
- L 52.98461 351.6989
- L 55.928125 345.870107
- L 61.815157 337.361654
- L 64.758672 334.779292
- L 67.702188 357.801474
- L 70.645704 347.988831
- L 73.589219 349.047531
- L 76.532735 356.947233
- L 79.476251 356.098245
- L 82.419766 341.104813
- L 85.363282 361.685578
- L 88.306798 351.587416
- L 91.250313 343.384326
- L 97.137345 339.515063
- L 100.08086 336.486276
- L 103.024376 346.246502
- L 105.967892 346.09217
- L 108.911407 359.69994
- L 111.854923 340.915903
- L 114.798439 345.578555
- L 117.741954 352.080664
- L 120.68547 342.805785
- L 123.628986 337.88006
- L 126.572501 345.052459
- L 129.516017 344.141142
- L 132.459533 345.784299
- L 135.403048 346.850201
- L 138.346564 351.876186
- L 141.29008 356.660194
- L 144.233595 351.946595
- L 147.177111 354.595581
- L 150.120627 347.946219
- L 153.064142 350.314725
- L 156.007658 346.397467
- L 158.951174 344.76101
- L 161.894689 339.078239
- L 164.838205 343.920209
- L 167.781721 346.496518
- L 170.725236 346.363926
- L 173.668752 360.488371
- L 176.612268 362.369391
- L 179.555783 360.099983
- L 182.499299 354.6119
- L 185.442815 353.228493
- L 188.38633 349.63682
- L 191.329846 344.372392
- L 194.273362 349.376089
- L 197.216877 355.547352
- L 200.160393 355.865065
- L 203.103909 362.60256
- L 206.047424 343.058204
- L 208.99094 346.817289
- L 211.934456 362.185006
- L 214.877971 357.713279
- L 217.821487 353.876665
- L 220.765003 352.671894
- L 223.708518 342.296407
- L 226.652034 342.61792
- L 229.59555 357.20306
- L 232.539065 357.748036
- L 235.482581 334.472031
- L 238.426097 325.310177
- L 241.369612 361.003179
- L 244.313128 351.668175
- L 247.256644 352.057933
- L 250.200159 347.388268
- L 253.143675 353.939373
- L 256.087191 350.647102
- L 259.030706 349.705774
- L 261.974222 354.138736
- L 264.917738 353.71786
- L 267.861253 344.745503
- L 270.804769 354.350964
- L 273.748285 355.333168
- L 276.6918 348.892871
- L 279.635316 348.618986
- L 282.578832 343.398543
- L 285.522347 347.818954
- L 288.465863 332.874011
- L 291.409378 323.528564
- L 294.352894 342.073258
- L 297.29641 348.982637
- L 300.239925 356.371223
- L 303.183441 357.088555
- L 306.126957 350.129073
- L 309.070472 359.218464
- L 312.013988 340.321984
- L 314.957504 341.505816
- L 317.901019 357.696877
- L 320.844535 350.887231
- L 323.788051 356.639676
- L 326.731566 358.886247
- L 329.675082 355.499093
- L 332.618598 343.76114
- L 335.562113 350.925205
- L 338.505629 355.272833
- L 341.449145 348.034558
- L 344.39266 351.514484
- L 347.336176 357.713436
- L 350.279692 351.305049
- L 353.223207 338.800185
- L 359.110239 350.300116
- L 362.053754 354.630127
- L 364.99727 360.617638
- L 367.940786 342.783207
- L 370.884301 335.141991
- L 373.827817 343.087842
- L 376.771333 327.569604
- L 379.714848 343.435683
- L 382.658364 341.779132
- L 385.60188 311.903942
- L 388.545395 317.800423
- L 391.488911 334.478551
- L 394.432427 330.569106
- L 397.375942 344.454709
- L 400.319458 324.455714
- L 403.262974 318.196605
- L 406.206489 331.017759
- L 409.150005 345.383823
- L 412.093521 340.653894
- L 415.037036 350.593601
- L 417.980552 345.977162
- L 420.924068 337.953235
- L 423.867583 347.62592
- L 426.811099 359.603687
- L 429.754615 345.776545
- L 432.69813 341.561721
- L 435.641646 331.47858
- L 438.585162 335.4182
- L 441.528677 339.042585
- L 444.472193 335.670935
- L 447.415709 325.718173
- L 450.359224 339.895623
- L 456.246256 344.222312
- L 459.189771 348.596097
- L 462.133287 347.354459
- L 465.076803 341.444372
- L 468.020318 345.116433
- L 470.963834 343.710562
- L 473.90735 348.092153
- L 476.850865 360.341643
- L 479.794381 334.751182
- L 482.737897 333.527688
- L 485.681412 355.473355
- L 488.624928 349.272767
- L 491.568444 344.592502
- L 494.511959 358.466373
- L 497.455475 329.153216
- L 500.398991 337.856433
- L 503.342506 337.303704
- L 506.286022 353.699928
- L 509.229538 358.312633
- L 512.173053 341.318215
- L 515.116569 334.22287
- L 518.060085 330.460569
- L 521.0036 339.467206
- L 523.947116 334.430937
- L 526.890632 341.80623
- L 529.834147 358.564631
- L 532.777663 342.656948
- L 535.721179 333.768345
- L 538.664694 337.967136
- L 541.60821 337.954108
- L 544.551726 345.899433
- L 547.495241 342.312812
- L 550.438757 353.099099
- L 553.382273 354.491312
- L 556.325788 338.779933
- L 559.269304 343.413943
- L 559.269304 343.413943
- " style="fill:none;stroke:#cc7af4;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_13">
- <g id="patch_15">
- <path d="M 20.605938 332.682578
- L 31.367188 332.682578
- Q 33.767188 332.682578 33.767188 330.282578
- L 33.767188 322.540078
- Q 33.767188 320.140078 31.367188 320.140078
- L 20.605938 320.140078
- Q 18.205938 320.140078 18.205938 322.540078
- L 18.205938 330.282578
- Q 18.205938 332.682578 20.605938 332.682578
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- FD -->
- <g style="fill:#cc7af4;" transform="translate(20.605938 328.618828)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 473.576037 329.546953
- L 548.496037 329.546953
- Q 549.696037 329.546953 549.696037 328.346953
- L 549.696037 324.475703
- Q 549.696037 323.275703 548.496037 323.275703
- L 473.576037 323.275703
- Q 472.376037 323.275703 472.376037 324.475703
- L 472.376037 328.346953
- Q 472.376037 329.546953 473.576037 329.546953
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 0.506 $\bullet$ mean: 0.178 $\bullet$ $\sigma$: 0.092 -->
- <g style="fill:#cc7af4;" transform="translate(473.576037 327.515078)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-35"/>
- <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-36"/>
- <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-37"/>
- <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-38"/>
- <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-39"/>
- <use transform="translate(1808.822266 0.78125)" xlink:href="#DejaVuSans-32"/>
- </g>
- </g>
- <g id="text_15">
- <!-- 0.33 -->
- <g style="fill:#d3d3d3;" transform="translate(12.92625 330.111764)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-33"/>
- </g>
- </g>
- </g>
- <g id="axes_6">
- <g id="patch_17">
- <path d="M 15.219304 718.86
- L 20.605938 718.86
- L 20.605938 379.5672
- L 15.219304 379.5672
- z
- " style="fill:#ffffff;"/>
- </g>
- <g clip-path="url(#p209c796dd1)">
- <image height="942" id="imagebd659f38dc" transform="matrix(6 0 0 0.360934 15.219304 378.86)" width="1" xlink:href="data:image/png;base64,
- iVBORw0KGgoAAAANSUhEUgAAAAEAAAOuCAYAAADGt30vAAAABHNCSVQICAgIfAhkiAAAAENJREFUWIXt1DERwCAUwNAcRjh2RsSx4QYF1VETCKFjLXD8LG/OFHJ/dgIQEZFAMN/l/kVEIsEeeH65i1bqCRki8vMBymoP9aS2W8gAAAAASUVORK5CYII="/>
- </g>
- <g id="matplotlib.axis_11"/>
- <g id="matplotlib.axis_12"/>
- </g>
- <g id="axes_7">
- <g id="patch_18">
- <path d="M 20.605938 718.86
- L 559.269304 718.86
- L 559.269304 379.5672
- L 20.605938 379.5672
- z
- " style="fill:#ffffff;"/>
- </g>
- <g clip-path="url(#pa32ea70d4b)">
- <image height="339.84" id="image8c55f328b7" transform="scale(1 -1)translate(0 -339.84)" width="539.28" x="20.605938" xlink:href="data:image/png;base64,
- 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" y="-379.02"/>
- </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="mb8fbeb4acd" style="stroke:#262626;"/>
- </defs>
- <g>
- <use style="fill:#262626;stroke:#262626;" x="22.069697" xlink:href="#mb8fbeb4acd" y="718.86"/>
- </g>
- </g>
- <g id="text_16">
- <!-- 0.00 -->
- <g style="fill:#262626;" transform="translate(16.50329 730.959219)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="130.387874" xlink:href="#mb8fbeb4acd" y="718.86"/>
- </g>
- </g>
- <g id="text_17">
- <!-- 92.50 -->
- <g style="fill:#262626;" transform="translate(123.230842 730.959219)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-35"/>
- <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="238.706051" xlink:href="#mb8fbeb4acd" y="718.86"/>
- </g>
- </g>
- <g id="text_18">
- <!-- 185.00 -->
- <g style="fill:#262626;" transform="translate(229.958394 730.959219)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-35"/>
- <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_34">
- <g id="line2d_14">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="347.024227" xlink:href="#mb8fbeb4acd" y="718.86"/>
- </g>
- </g>
- <g id="text_19">
- <!-- 277.50 -->
- <g style="fill:#262626;" transform="translate(338.276571 730.959219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-32"/>
- <use x="63.623047" xlink:href="#DejaVuSans-37"/>
- <use x="127.246094" xlink:href="#DejaVuSans-37"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-35"/>
- <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="455.342404" xlink:href="#mb8fbeb4acd" y="718.86"/>
- </g>
- </g>
- <g id="text_20">
- <!-- 370.00 -->
- <g style="fill:#262626;" transform="translate(446.594748 730.959219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-33"/>
- <use x="63.623047" xlink:href="#DejaVuSans-37"/>
- <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_21">
- <!-- 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(275.045021 741.834662)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="pcaa802e5db">
- <rect height="67.85856" width="538.663366" x="20.605938" y="12"/>
- </clipPath>
- <clipPath id="p41f2e18823">
- <rect height="67.85856" width="538.663366" x="20.605938" y="85.51344"/>
- </clipPath>
- <clipPath id="pdc5909a051">
- <rect height="67.85856" width="538.663366" x="20.605938" y="159.02688"/>
- </clipPath>
- <clipPath id="pba14965d35">
- <rect height="67.85856" width="538.663366" x="20.605938" y="232.54032"/>
- </clipPath>
- <clipPath id="pd9fa118a53">
- <rect height="67.85856" width="538.663366" x="20.605938" y="306.05376"/>
- </clipPath>
- <clipPath id="p209c796dd1">
- <rect height="339.2928" width="5.386634" x="15.219304" y="379.5672"/>
- </clipPath>
- <clipPath id="pa32ea70d4b">
- <rect height="339.2928" width="538.663366" x="20.605938" y="379.5672"/>
- </clipPath>
- </defs>
- </svg>
|