{
"cells": [
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"> ### In this tutorial we will cover:\n",
"> - how we can optimize conformations in biobuild"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"When building a molecule we don't want to have any clashes in there. While Biobuild tries its best to avoid clashes during building, sometimes they still happen, especially when merging larger structures together. \n",
"\n",
"To get rid of them again, Biobuild offers a suite of optimization techniques to obtain better conformations for your molecules. Biobuild optimized molecules by rotating around bonds within the structures. This ensures that the resulting conformations are never skewed and is much faster to compute than classical \"atom wiggling\". The downside of it is that small changes in rotational angles can have large effects on the evaluation of a conformation, which can be challenging for some algorithms. \n",
"\n",
"We will go through how we can optimize molecules in Biobuild and discuss some good and bad practices.\n",
"\n",
"## Short summary\n",
"\n",
"Biobuild allows users to customize optimization workflows for better results. We encourage users to do so in order to improve the results. However, users not wishing to go to the trouble can make use of default settings and use short-cuts to get \"one-line\" optimized structures."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's work on the following molecule:"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import plotly\n",
"plotly.offline.init_notebook_mode()"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.plotly.v1+json": {
"config": {
"plotlyServerURL": "https://plot.ly"
},
"data": [
{
"customdata": [
[
"O7",
1,
1,
"PRP",
"A"
],
[
"O",
35,
2,
"SER",
"A"
],
[
"OG",
37,
2,
"SER",
"A"
],
[
"OXT",
38,
2,
"SER",
"A"
],
[
"O3",
43,
3,
"TBA",
"A"
],
[
"O1",
44,
3,
"TBA",
"A"
],
[
"O2",
77,
5,
"HAC",
"A"
],
[
"O1",
78,
5,
"HAC",
"A"
],
[
"O7",
84,
6,
"PRP",
"A"
],
[
"O",
118,
7,
"SER",
"A"
],
[
"OG",
120,
7,
"SER",
"A"
],
[
"OXT",
121,
7,
"SER",
"A"
],
[
"O3",
126,
8,
"TBA",
"A"
],
[
"O1",
127,
8,
"TBA",
"A"
]
],
"hovertemplate": "atom_element=O
x=%{x}
y=%{y}
z=%{z}
atom_id=%{customdata[0]}
atom_serial=%{customdata[1]}
residue_serial=%{customdata[2]}
residue_name=%{customdata[3]}
chain_id=%{customdata[4]}",
"legendgroup": "O",
"marker": {
"color": "red",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "O",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-4.9755862056802895,
-7.458439089840364,
-7.258685951025028,
-6.501710528555207,
-8.63362582708649,
-6.820777689589337,
-4.082274210734481,
-5.509036728456272,
-17.328595859004214,
-13.74096257878518,
-15.679399721963936,
-12.688302653180408,
-16.04505471849386,
-17.545385655650907
],
"y": [
-7.667659210379725,
-8.268391531299558,
-6.031455429257255,
-6.378662051167584,
-4.0942390955759995,
-5.517745278778927,
-5.221113984603245,
-7.469505359092031,
-8.924253126658737,
-9.917558743965374,
-10.812976272785804,
-8.5424547874142,
-12.675902373084124,
-11.254479233356468
],
"z": [
-15.940291611730196,
-12.181539058173222,
-15.992392185612431,
-11.556627902934839,
-18.373073884504144,
-18.497750412993433,
-4.011382177161617,
-4.315031045344275,
-9.049365268576114,
-6.442472497106084,
-10.316369100143662,
-7.812843683939439,
-13.092466163656262,
-12.06441178919146
]
},
{
"customdata": [
[
"C10",
2,
1,
"PRP",
"A"
],
[
"C11",
3,
1,
"PRP",
"A"
],
[
"C1",
4,
1,
"PRP",
"A"
],
[
"C4",
5,
1,
"PRP",
"A"
],
[
"C8",
6,
1,
"PRP",
"A"
],
[
"C12",
7,
1,
"PRP",
"A"
],
[
"C13",
8,
1,
"PRP",
"A"
],
[
"C6",
9,
1,
"PRP",
"A"
],
[
"C2",
10,
1,
"PRP",
"A"
],
[
"C5",
11,
1,
"PRP",
"A"
],
[
"C3",
12,
1,
"PRP",
"A"
],
[
"C9",
13,
1,
"PRP",
"A"
],
[
"C7",
14,
1,
"PRP",
"A"
],
[
"CA",
33,
2,
"SER",
"A"
],
[
"C",
34,
2,
"SER",
"A"
],
[
"CB",
36,
2,
"SER",
"A"
],
[
"C3",
45,
3,
"TBA",
"A"
],
[
"C4",
46,
3,
"TBA",
"A"
],
[
"C5",
47,
3,
"TBA",
"A"
],
[
"C6",
48,
3,
"TBA",
"A"
],
[
"C1",
49,
3,
"TBA",
"A"
],
[
"C2",
50,
3,
"TBA",
"A"
],
[
"C4",
65,
4,
"TRZ",
"A"
],
[
"C1",
66,
4,
"TRZ",
"A"
],
[
"C2",
67,
4,
"TRZ",
"A"
],
[
"C5",
68,
4,
"TRZ",
"A"
],
[
"C3",
69,
4,
"TRZ",
"A"
],
[
"C2",
80,
5,
"HAC",
"A"
],
[
"C1",
81,
5,
"HAC",
"A"
],
[
"C10",
85,
6,
"PRP",
"A"
],
[
"C11",
86,
6,
"PRP",
"A"
],
[
"C1",
87,
6,
"PRP",
"A"
],
[
"C4",
88,
6,
"PRP",
"A"
],
[
"C8",
89,
6,
"PRP",
"A"
],
[
"C12",
90,
6,
"PRP",
"A"
],
[
"C13",
91,
6,
"PRP",
"A"
],
[
"C6",
92,
6,
"PRP",
"A"
],
[
"C2",
93,
6,
"PRP",
"A"
],
[
"C5",
94,
6,
"PRP",
"A"
],
[
"C3",
95,
6,
"PRP",
"A"
],
[
"C9",
96,
6,
"PRP",
"A"
],
[
"C7",
97,
6,
"PRP",
"A"
],
[
"CA",
116,
7,
"SER",
"A"
],
[
"C",
117,
7,
"SER",
"A"
],
[
"CB",
119,
7,
"SER",
"A"
],
[
"C3",
128,
8,
"TBA",
"A"
],
[
"C4",
129,
8,
"TBA",
"A"
],
[
"C5",
130,
8,
"TBA",
"A"
],
[
"C6",
131,
8,
"TBA",
"A"
],
[
"C1",
132,
8,
"TBA",
"A"
],
[
"C2",
133,
8,
"TBA",
"A"
],
[
"C4",
148,
9,
"TRZ",
"A"
],
[
"C1",
149,
9,
"TRZ",
"A"
],
[
"C2",
150,
9,
"TRZ",
"A"
],
[
"C5",
151,
9,
"TRZ",
"A"
],
[
"C3",
152,
9,
"TRZ",
"A"
],
[
"C2",
162,
10,
"CBZ",
"A"
],
[
"C1",
163,
10,
"CBZ",
"A"
],
[
"C3",
164,
10,
"CBZ",
"A"
],
[
"C7",
165,
10,
"CBZ",
"A"
],
[
"C4",
166,
10,
"CBZ",
"A"
],
[
"C6",
167,
10,
"CBZ",
"A"
],
[
"C5",
168,
10,
"CBZ",
"A"
]
],
"hovertemplate": "atom_element=C
x=%{x}
y=%{y}
z=%{z}
atom_id=%{customdata[0]}
atom_serial=%{customdata[1]}
residue_serial=%{customdata[2]}
residue_name=%{customdata[3]}
chain_id=%{customdata[4]}",
"legendgroup": "C",
"marker": {
"color": "darkslategray",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "C",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
1.0819942482588827,
1.0076343147784619,
-0.3935818067992458,
-2.966267061573645,
-4.350616216551841,
0.20766753342437205,
0.6532753136449849,
-0.9020138623783911,
-1.1462949023976705,
-2.1966400430395945,
-2.4410810662026963,
-4.4022497658840605,
-5.300519482973502,
-6.484495182820301,
-6.8510833635587,
-7.605523703593531,
-8.458843711362181,
-7.06955530169392,
-9.541914858398169,
-8.606308568990578,
-7.7374112745927635,
-8.05435617928029,
-4.783899767151259,
-6.148927940770295,
-6.601887263660001,
-5.58589960049206,
-7.396268359823384,
-5.256125746359953,
-5.938088218695447,
-21.812907490752746,
-20.781677311500108,
-19.796556023602495,
-17.98650553505639,
-17.012729719519026,
-22.59303047537944,
-21.10555689619875,
-18.610402593293596,
-20.095350025554495,
-17.699446596307375,
-19.184384165110774,
-15.650129333008493,
-16.776665339140255,
-14.872198824680957,
-13.726056776309555,
-14.592398526307889,
-17.008570273229903,
-17.37547296887566,
-16.36647397562421,
-18.23641096358048,
-16.450563265114422,
-15.329340565155523,
-12.275484492178816,
-10.22211098574071,
-8.893856234740223,
-12.849356456620264,
-7.7163573866256145,
-2.311146767762752,
-2.802433435864943,
-2.413843875818731,
-1.6688294063676687,
-3.007980488194573,
-3.3965700482407857,
-3.4992947785770676
],
"y": [
-8.991007817980137,
-9.328957605901607,
-9.3123114799021,
-9.281799589998936,
-9.2657307567863,
-9.923579784916006,
-7.539155079046905,
-8.133727405322077,
-10.475909934066546,
-8.11839999801639,
-10.460582790777208,
-8.904738465321739,
-8.339236508791736,
-7.034423547924353,
-7.273254652717497,
-6.256845164847026,
-3.7435567380655708,
-3.1310702129900116,
-2.727890069376522,
-5.006557167480655,
-4.998408012087334,
-5.260067671262954,
-6.127335367437905,
-6.3470873667687515,
-5.390768555523139,
-5.90746282579658,
-5.556493810934703,
-5.112633302203958,
-6.458299640961604,
-4.240165690725186,
-3.8066329442899733,
-4.888167669846348,
-6.873275953126269,
-7.941516430459453,
-5.48406213156283,
-4.512712833607892,
-4.998534250640535,
-5.75088598765708,
-5.9974293425567815,
-6.749952574367717,
-7.391219309674027,
-8.961281562420988,
-9.48954174626213,
-9.332853555312745,
-10.66355658736558,
-12.968214312423132,
-11.66691867111643,
-13.95200354823419,
-13.591900146995826,
-11.796902825835126,
-11.595172901986809,
-6.480064289880515,
-6.9982419132537945,
-6.960433204201658,
-7.652854699509973,
-7.266731973990479,
-1.484280186594281,
-2.1003410926790953,
-2.12749414489219,
-0.13547519877047876,
-3.3868500702044955,
-3.3596970179913996,
-4.002988177478578
],
"z": [
-17.858422753444998,
-16.356514766537472,
-15.795943729897214,
-14.76497305405773,
-14.210251989278017,
-18.700581065291445,
-18.084653254385078,
-15.273297555123198,
-15.813140333653443,
-14.75434376822896,
-15.294252919373953,
-12.715581483083918,
-14.96592658384531,
-13.935619809445356,
-12.493804353457248,
-14.62527110813465,
-19.746409133507044,
-19.918729536716583,
-20.103323182785356,
-20.593682578778374,
-17.87572040224711,
-16.42682272464779,
-10.335767124046075,
-8.235526877308487,
-7.361785105922296,
-11.60931224407658,
-6.137936457691223,
-4.788397153758535,
-4.863185863204951,
-9.323287980110262,
-8.263061242489051,
-7.8919247641597865,
-7.209573489106044,
-6.842123909351885,
-8.89027750295227,
-10.653035975517879,
-8.600149204298814,
-6.849200764958021,
-8.256677696163885,
-6.505751443479019,
-6.38658615511343,
-7.953926312637588,
-8.463647651724978,
-7.498211887019732,
-9.401918905627166,
-14.105268274584922,
-14.817285420336388,
-15.080911966771446,
-13.443292837825533,
-12.127580131757291,
-11.142496873894778,
-7.528825098264718,
-6.173188294510371,
-6.515901466075816,
-8.309016397568476,
-5.693715826262874,
-3.8169721579355778,
-2.665934808524619,
-5.050380009316326,
-3.7710575407413782,
-5.132742131771643,
-2.748296930979937,
-3.9817620273255856
]
},
{
"customdata": [
[
"H10",
15,
1,
"PRP",
"A"
],
[
"H111",
16,
1,
"PRP",
"A"
],
[
"H112",
17,
1,
"PRP",
"A"
],
[
"H8",
18,
1,
"PRP",
"A"
],
[
"H121",
19,
1,
"PRP",
"A"
],
[
"H122",
20,
1,
"PRP",
"A"
],
[
"H123",
21,
1,
"PRP",
"A"
],
[
"H131",
22,
1,
"PRP",
"A"
],
[
"H132",
23,
1,
"PRP",
"A"
],
[
"H133",
24,
1,
"PRP",
"A"
],
[
"H6",
25,
1,
"PRP",
"A"
],
[
"H2",
26,
1,
"PRP",
"A"
],
[
"H5",
27,
1,
"PRP",
"A"
],
[
"H3",
28,
1,
"PRP",
"A"
],
[
"H91",
29,
1,
"PRP",
"A"
],
[
"H92",
30,
1,
"PRP",
"A"
],
[
"H93",
31,
1,
"PRP",
"A"
],
[
"H2",
39,
2,
"SER",
"A"
],
[
"HA",
40,
2,
"SER",
"A"
],
[
"HB2",
41,
2,
"SER",
"A"
],
[
"HB3",
42,
2,
"SER",
"A"
],
[
"H41",
51,
3,
"TBA",
"A"
],
[
"H42",
52,
3,
"TBA",
"A"
],
[
"H43",
53,
3,
"TBA",
"A"
],
[
"H51",
54,
3,
"TBA",
"A"
],
[
"H52",
55,
3,
"TBA",
"A"
],
[
"H53",
56,
3,
"TBA",
"A"
],
[
"H61",
57,
3,
"TBA",
"A"
],
[
"H62",
58,
3,
"TBA",
"A"
],
[
"H63",
59,
3,
"TBA",
"A"
],
[
"H21",
60,
3,
"TBA",
"A"
],
[
"H22",
61,
3,
"TBA",
"A"
],
[
"H41",
70,
4,
"TRZ",
"A"
],
[
"H42",
71,
4,
"TRZ",
"A"
],
[
"H1",
72,
4,
"TRZ",
"A"
],
[
"H52",
73,
4,
"TRZ",
"A"
],
[
"H53",
74,
4,
"TRZ",
"A"
],
[
"H31",
75,
4,
"TRZ",
"A"
],
[
"H33",
76,
4,
"TRZ",
"A"
],
[
"H21",
82,
5,
"HAC",
"A"
],
[
"H22",
83,
5,
"HAC",
"A"
],
[
"H10",
98,
6,
"PRP",
"A"
],
[
"H111",
99,
6,
"PRP",
"A"
],
[
"H112",
100,
6,
"PRP",
"A"
],
[
"H8",
101,
6,
"PRP",
"A"
],
[
"H121",
102,
6,
"PRP",
"A"
],
[
"H122",
103,
6,
"PRP",
"A"
],
[
"H123",
104,
6,
"PRP",
"A"
],
[
"H131",
105,
6,
"PRP",
"A"
],
[
"H132",
106,
6,
"PRP",
"A"
],
[
"H133",
107,
6,
"PRP",
"A"
],
[
"H6",
108,
6,
"PRP",
"A"
],
[
"H2",
109,
6,
"PRP",
"A"
],
[
"H5",
110,
6,
"PRP",
"A"
],
[
"H3",
111,
6,
"PRP",
"A"
],
[
"H91",
112,
6,
"PRP",
"A"
],
[
"H92",
113,
6,
"PRP",
"A"
],
[
"H93",
114,
6,
"PRP",
"A"
],
[
"H2",
122,
7,
"SER",
"A"
],
[
"HA",
123,
7,
"SER",
"A"
],
[
"HB2",
124,
7,
"SER",
"A"
],
[
"HB3",
125,
7,
"SER",
"A"
],
[
"H41",
134,
8,
"TBA",
"A"
],
[
"H42",
135,
8,
"TBA",
"A"
],
[
"H43",
136,
8,
"TBA",
"A"
],
[
"H51",
137,
8,
"TBA",
"A"
],
[
"H52",
138,
8,
"TBA",
"A"
],
[
"H53",
139,
8,
"TBA",
"A"
],
[
"H61",
140,
8,
"TBA",
"A"
],
[
"H62",
141,
8,
"TBA",
"A"
],
[
"H63",
142,
8,
"TBA",
"A"
],
[
"H21",
143,
8,
"TBA",
"A"
],
[
"H22",
144,
8,
"TBA",
"A"
],
[
"H41",
153,
9,
"TRZ",
"A"
],
[
"H42",
154,
9,
"TRZ",
"A"
],
[
"H1",
155,
9,
"TRZ",
"A"
],
[
"H52",
156,
9,
"TRZ",
"A"
],
[
"H53",
157,
9,
"TRZ",
"A"
],
[
"H32",
158,
9,
"TRZ",
"A"
],
[
"H33",
159,
9,
"TRZ",
"A"
],
[
"H3",
169,
10,
"CBZ",
"A"
],
[
"H6",
170,
10,
"CBZ",
"A"
],
[
"H71",
171,
10,
"CBZ",
"A"
],
[
"H72",
172,
10,
"CBZ",
"A"
],
[
"H73",
173,
10,
"CBZ",
"A"
]
],
"hovertemplate": "atom_element=H
x=%{x}
y=%{y}
z=%{z}
atom_id=%{customdata[0]}
atom_serial=%{customdata[1]}
residue_serial=%{customdata[2]}
residue_name=%{customdata[3]}
chain_id=%{customdata[4]}",
"legendgroup": "H",
"marker": {
"color": "lightgray",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "H",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
2.1254757908763056,
1.640664598776468,
1.4472473582763694,
-4.793109365941633,
-0.8623373581192544,
0.4425701171455776,
0.395685340242788,
0.8632623440752507,
-0.418040314540872,
1.208656962770653,
-0.3105010100046912,
-0.7465538776113112,
-2.5871744387369917,
-3.026417667367075,
-3.7574550155465634,
-5.424114316316589,
-4.081274080222872,
-6.360574649001399,
-5.559630514828206,
-8.530172928843527,
-7.745899458756997,
-6.251156962904825,
-6.857400952725979,
-7.000977142050746,
-10.539796104763006,
-9.467709710258582,
-9.473596137021147,
-7.744534974406924,
-8.740260274374144,
-9.479879547635623,
-7.97570165036053,
-9.056858672608836,
-4.593567004320414,
-3.8159060927790023,
-6.243689790251541,
-5.04415516211819,
-5.7677344289193995,
-8.45788081060348,
-7.284929170160523,
-4.99758213515391,
-5.926060099468349,
-22.518846823329106,
-20.238327111496773,
-21.31201536767885,
-17.417611152195562,
-21.97269802245281,
-23.04305625126379,
-23.409145619608356,
-21.84784809376377,
-20.49024788633329,
-20.474840585886216,
-18.37216757925191,
-21.021857826977072,
-16.77198219211719,
-19.4230097007694,
-15.771302126242194,
-15.002366173626275,
-15.122637719368473,
-15.883345507103922,
-14.98339197685706,
-14.481297988899218,
-13.674081005942298,
-18.0528529855946,
-16.47927179626685,
-17.88735550668807,
-16.057850407724125,
-15.458376298997312,
-17.04894420173385,
-18.876238015943663,
-18.878213791331245,
-17.942739428791914,
-14.45815340710201,
-15.076190601453035,
-12.761035656402765,
-12.441542202818049,
-10.74363777296185,
-13.927988490696922,
-12.389017382224733,
-7.137428525170766,
-8.001280241822066,
-2.031174533292355,
-3.7795321657383636,
-0.7824417154321639,
-1.340984649817699,
-2.3749465900858473
],
"y": [
-9.10037927523434,
-8.636991097771824,
-10.32166291291072,
-10.265753523487287,
-9.762656819517586,
-10.973159964671364,
-9.74912942681136,
-7.246363172604829,
-7.385174853124203,
-6.85527194335149,
-7.223076473319632,
-11.401557602320226,
-7.189960680590061,
-11.376060905750066,
-9.569075005202803,
-8.997279907730999,
-7.872848826971179,
-9.037173286242911,
-6.460287244525626,
-6.832166803044646,
-5.299850707144906,
-3.855309294808089,
-2.408235864777196,
-2.6030932355487764,
-3.148426261801264,
-1.8402141153382106,
-2.4088349567629894,
-5.677780493151073,
-4.74501611940463,
-5.58936169134333,
-4.328193586701772,
-5.684711766252162,
-7.195650509572607,
-5.617876215062152,
-7.423289680833238,
-6.3072637417305915,
-4.841841572920865,
-5.660005742099428,
-4.6984779961730005,
-4.761428489465384,
-4.390242579015744,
-3.412874706740645,
-2.917649669979259,
-3.4809320378457937,
-8.527466798672181,
-6.3854931302131535,
-5.340826806579958,
-5.676426563160957,
-4.657030211907408,
-5.41731199627357,
-3.6674405860529586,
-4.318619804943783,
-5.66134969817827,
-6.076634434185046,
-7.4228083803706735,
-6.677406025962506,
-8.203568623680992,
-6.884379254218319,
-9.644929720637943,
-8.575964602117304,
-11.576831585040175,
-10.474228717183335,
-11.01779154664868,
-11.078398207697287,
-11.880203126563213,
-14.86727289325073,
-13.524866477450098,
-14.226605651934795,
-12.882220817663718,
-14.064848601218053,
-14.362474509205185,
-11.18452146065118,
-12.54121728518103,
-6.400880064907122,
-5.538858379169838,
-7.249147876050233,
-7.526540381088234,
-7.734280740279354,
-8.079702576134848,
-7.572708523256274,
-1.647897127011561,
-3.8390740115251676,
-0.1532093733966967,
0.1954422611065463,
0.6142167645545468
],
"z": [
-18.178744348962464,
-15.784996909276584,
-16.189255819325517,
-14.313977486735537,
-18.536051459201538,
-18.49542638602283,
-19.76616719361536,
-19.119744118306258,
-17.92281257708318,
-17.434268429434606,
-15.25299569511457,
-16.216882748268596,
-14.3465882904801,
-15.30893230434311,
-12.129961878121737,
-12.331002151858055,
-12.534831259075524,
-13.900431928534534,
-13.98518644156334,
-14.57496382370997,
-14.12354881912437,
-19.923262905723792,
-19.122138281895303,
-20.87737848566087,
-19.933976381769632,
-19.464457902298335,
-21.14842533923925,
-20.562199746086232,
-21.650177576777004,
-20.278919870958116,
-15.86122031517301,
-16.32838064288982,
-10.186391301106458,
-10.393343668192742,
-8.268477614555714,
-12.472082440078566,
-11.78514119672771,
-6.382581393169616,
-5.467428540911686,
-5.79181405147045,
-4.313349002960274,
-9.467027524215345,
-8.610418332746528,
-7.357876468141853,
-6.00585966196045,
-8.868221607633675,
-7.9024279887464175,
-9.596117015034256,
-11.44639026102862,
-10.626302713783968,
-10.947751267654517,
-9.412888501132322,
-6.289566083429557,
-8.817317992985565,
-5.686448374975214,
-5.564490430652516,
-6.038500215466935,
-7.202280960616747,
-6.737079389522634,
-9.04715162309563,
-8.817036482220578,
-9.95700168266303,
-14.256831203446119,
-15.046465943835875,
-15.763306809390306,
-14.562906629530982,
-15.521974754214257,
-15.891794328841957,
-12.91304549687702,
-14.196245259921328,
-12.720911282163591,
-11.659101422240628,
-10.65676050413842,
-6.5501490203737065,
-8.0640182506691,
-5.260317554457878,
-8.444285935991973,
-9.29946383002983,
-6.142972204541041,
-4.6821004161953415,
-5.948723821411919,
-1.8495845105515232,
-3.128467398887062,
-4.762638919323706,
-3.398667485847621
]
},
{
"customdata": [
[
"N",
32,
2,
"SER",
"A"
],
[
"N4",
62,
4,
"TRZ",
"A"
],
[
"N4A",
63,
4,
"TRZ",
"A"
],
[
"N2",
64,
4,
"TRZ",
"A"
],
[
"N1",
79,
5,
"HAC",
"A"
],
[
"N",
115,
7,
"SER",
"A"
],
[
"N4",
145,
9,
"TRZ",
"A"
],
[
"N4A",
146,
9,
"TRZ",
"A"
],
[
"N2",
147,
9,
"TRZ",
"A"
]
],
"hovertemplate": "atom_element=N
x=%{x}
y=%{y}
z=%{z}
atom_id=%{customdata[0]}
atom_serial=%{customdata[1]}
residue_serial=%{customdata[2]}
residue_name=%{customdata[3]}
chain_id=%{customdata[4]}",
"legendgroup": "N",
"marker": {
"color": "blue",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "N",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-6.29551727599556,
-5.474779022339733,
-5.504421495391571,
-6.2000498025101125,
-7.091877644366604,
-16.110195576090252,
-10.857527350376095,
-9.986183652909304,
-8.76683659683621
],
"y": [
-8.324621375409697,
-5.62821471240003,
-4.312670043408051,
-4.1543550483611495,
-6.420718774929571,
-9.745063171702432,
-6.620251881884332,
-6.363869889555703,
-6.571418542262295
],
"z": [
-14.612091476763542,
-9.174235843165194,
-8.905749330136778,
-7.785103359868424,
-5.615359386879975,
-7.71530959667165,
-7.3159038145497455,
-8.305171167136757,
-7.820479426330753
]
},
{
"customdata": [
[
"Cl1",
160,
10,
"CBZ",
"A"
],
[
"Cl4",
161,
10,
"CBZ",
"A"
]
],
"hovertemplate": "atom_element=Cl
x=%{x}
y=%{y}
z=%{z}
atom_id=%{customdata[0]}
atom_serial=%{customdata[1]}
residue_serial=%{customdata[2]}
residue_name=%{customdata[3]}
chain_id=%{customdata[4]}",
"legendgroup": "Cl",
"marker": {
"color": "green",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "Cl",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-2.692940152137251,
-3.1067344508493138
],
"y": [
-1.3339581037740713,
-4.132113583371118
],
"z": [
-1.1230940049627194,
-6.689507184951646
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.9755862056802895,
-5.300519482973502
],
"y": [
-7.667659210379725,
-8.339236508791736
],
"z": [
-15.940291611730196,
-14.96592658384531
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
1.0819942482588827,
1.0076343147784619
],
"y": [
-8.991007817980137,
-9.328957605901607
],
"z": [
-17.858422753444998,
-16.356514766537472
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
1.0819942482588827,
0.20766753342437205
],
"y": [
-8.991007817980137,
-9.923579784916006
],
"z": [
-17.858422753444998,
-18.700581065291445
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
1.0819942482588827,
0.6532753136449849
],
"y": [
-8.991007817980137,
-7.539155079046905
],
"z": [
-17.858422753444998,
-18.084653254385078
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
1.0819942482588827,
2.1254757908763056
],
"y": [
-8.991007817980137,
-9.10037927523434
],
"z": [
-17.858422753444998,
-18.178744348962464
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
1.0076343147784619,
-0.3935818067992458
],
"y": [
-9.328957605901607,
-9.3123114799021
],
"z": [
-16.356514766537472,
-15.795943729897214
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
1.0076343147784619,
1.640664598776468
],
"y": [
-9.328957605901607,
-8.636991097771824
],
"z": [
-16.356514766537472,
-15.784996909276584
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
1.0076343147784619,
1.4472473582763694
],
"y": [
-9.328957605901607,
-10.32166291291072
],
"z": [
-16.356514766537472,
-16.189255819325517
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-0.3935818067992458,
-0.9020138623783911
],
"y": [
-9.3123114799021,
-8.133727405322077
],
"z": [
-15.795943729897214,
-15.273297555123198
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-0.3935818067992458,
-1.1462949023976705
],
"y": [
-9.3123114799021,
-10.475909934066546
],
"z": [
-15.795943729897214,
-15.813140333653443
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.966267061573645,
-4.350616216551841
],
"y": [
-9.281799589998936,
-9.2657307567863
],
"z": [
-14.76497305405773,
-14.210251989278017
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.966267061573645,
-2.1966400430395945
],
"y": [
-9.281799589998936,
-8.11839999801639
],
"z": [
-14.76497305405773,
-14.75434376822896
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.966267061573645,
-2.4410810662026963
],
"y": [
-9.281799589998936,
-10.460582790777208
],
"z": [
-14.76497305405773,
-15.294252919373953
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.350616216551841,
-4.4022497658840605
],
"y": [
-9.2657307567863,
-8.904738465321739
],
"z": [
-14.210251989278017,
-12.715581483083918
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.350616216551841,
-5.300519482973502
],
"y": [
-9.2657307567863,
-8.339236508791736
],
"z": [
-14.210251989278017,
-14.96592658384531
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.350616216551841,
-4.793109365941633
],
"y": [
-9.2657307567863,
-10.265753523487287
],
"z": [
-14.210251989278017,
-14.313977486735537
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
0.20766753342437205,
-0.8623373581192544
],
"y": [
-9.923579784916006,
-9.762656819517586
],
"z": [
-18.700581065291445,
-18.536051459201538
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
0.20766753342437205,
0.4425701171455776
],
"y": [
-9.923579784916006,
-10.973159964671364
],
"z": [
-18.700581065291445,
-18.49542638602283
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
0.20766753342437205,
0.395685340242788
],
"y": [
-9.923579784916006,
-9.74912942681136
],
"z": [
-18.700581065291445,
-19.76616719361536
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
0.6532753136449849,
0.8632623440752507
],
"y": [
-7.539155079046905,
-7.246363172604829
],
"z": [
-18.084653254385078,
-19.119744118306258
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
0.6532753136449849,
-0.418040314540872
],
"y": [
-7.539155079046905,
-7.385174853124203
],
"z": [
-18.084653254385078,
-17.92281257708318
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
0.6532753136449849,
1.208656962770653
],
"y": [
-7.539155079046905,
-6.85527194335149
],
"z": [
-18.084653254385078,
-17.434268429434606
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-0.9020138623783911,
-2.1966400430395945
],
"y": [
-8.133727405322077,
-8.11839999801639
],
"z": [
-15.273297555123198,
-14.75434376822896
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-0.9020138623783911,
-0.3105010100046912
],
"y": [
-8.133727405322077,
-7.223076473319632
],
"z": [
-15.273297555123198,
-15.25299569511457
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-1.1462949023976705,
-2.4410810662026963
],
"y": [
-10.475909934066546,
-10.460582790777208
],
"z": [
-15.813140333653443,
-15.294252919373953
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-1.1462949023976705,
-0.7465538776113112
],
"y": [
-10.475909934066546,
-11.401557602320226
],
"z": [
-15.813140333653443,
-16.216882748268596
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.1966400430395945,
-2.5871744387369917
],
"y": [
-8.11839999801639,
-7.189960680590061
],
"z": [
-14.75434376822896,
-14.3465882904801
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.4410810662026963,
-3.026417667367075
],
"y": [
-10.460582790777208,
-11.376060905750066
],
"z": [
-15.294252919373953,
-15.30893230434311
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.4022497658840605,
-3.7574550155465634
],
"y": [
-8.904738465321739,
-9.569075005202803
],
"z": [
-12.715581483083918,
-12.129961878121737
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.4022497658840605,
-5.424114316316589
],
"y": [
-8.904738465321739,
-8.997279907730999
],
"z": [
-12.715581483083918,
-12.331002151858055
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.4022497658840605,
-4.081274080222872
],
"y": [
-8.904738465321739,
-7.872848826971179
],
"z": [
-12.715581483083918,
-12.534831259075524
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.300519482973502,
-6.29551727599556
],
"y": [
-8.339236508791736,
-8.324621375409697
],
"z": [
-14.96592658384531,
-14.612091476763542
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.29551727599556,
-6.484495182820301
],
"y": [
-8.324621375409697,
-7.034423547924353
],
"z": [
-14.612091476763542,
-13.935619809445356
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.29551727599556,
-6.360574649001399
],
"y": [
-8.324621375409697,
-9.037173286242911
],
"z": [
-14.612091476763542,
-13.900431928534534
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.484495182820301,
-6.8510833635587
],
"y": [
-7.034423547924353,
-7.273254652717497
],
"z": [
-13.935619809445356,
-12.493804353457248
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.484495182820301,
-7.605523703593531
],
"y": [
-7.034423547924353,
-6.256845164847026
],
"z": [
-13.935619809445356,
-14.62527110813465
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.484495182820301,
-5.559630514828206
],
"y": [
-7.034423547924353,
-6.460287244525626
],
"z": [
-13.935619809445356,
-13.98518644156334
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.8510833635587,
-7.458439089840364
],
"y": [
-7.273254652717497,
-8.268391531299558
],
"z": [
-12.493804353457248,
-12.181539058173222
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.8510833635587,
-6.501710528555207
],
"y": [
-7.273254652717497,
-6.378662051167584
],
"z": [
-12.493804353457248,
-11.556627902934839
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.605523703593531,
-7.258685951025028
],
"y": [
-6.256845164847026,
-6.031455429257255
],
"z": [
-14.62527110813465,
-15.992392185612431
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.605523703593531,
-8.530172928843527
],
"y": [
-6.256845164847026,
-6.832166803044646
],
"z": [
-14.62527110813465,
-14.57496382370997
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.605523703593531,
-7.745899458756997
],
"y": [
-6.256845164847026,
-5.299850707144906
],
"z": [
-14.62527110813465,
-14.12354881912437
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.258685951025028,
-8.05435617928029
],
"y": [
-6.031455429257255,
-5.260067671262954
],
"z": [
-15.992392185612431,
-16.42682272464779
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.501710528555207,
-5.58589960049206
],
"y": [
-6.378662051167584,
-5.90746282579658
],
"z": [
-11.556627902934839,
-11.60931224407658
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.63362582708649,
-8.458843711362181
],
"y": [
-4.0942390955759995,
-3.7435567380655708
],
"z": [
-18.373073884504144,
-19.746409133507044
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.63362582708649,
-7.7374112745927635
],
"y": [
-4.0942390955759995,
-4.998408012087334
],
"z": [
-18.373073884504144,
-17.87572040224711
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.820777689589337,
-7.7374112745927635
],
"y": [
-5.517745278778927,
-4.998408012087334
],
"z": [
-18.497750412993433,
-17.87572040224711
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.458843711362181,
-7.06955530169392
],
"y": [
-3.7435567380655708,
-3.1310702129900116
],
"z": [
-19.746409133507044,
-19.918729536716583
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.458843711362181,
-9.541914858398169
],
"y": [
-3.7435567380655708,
-2.727890069376522
],
"z": [
-19.746409133507044,
-20.103323182785356
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.458843711362181,
-8.606308568990578
],
"y": [
-3.7435567380655708,
-5.006557167480655
],
"z": [
-19.746409133507044,
-20.593682578778374
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.06955530169392,
-6.251156962904825
],
"y": [
-3.1310702129900116,
-3.855309294808089
],
"z": [
-19.918729536716583,
-19.923262905723792
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.06955530169392,
-6.857400952725979
],
"y": [
-3.1310702129900116,
-2.408235864777196
],
"z": [
-19.918729536716583,
-19.122138281895303
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.06955530169392,
-7.000977142050746
],
"y": [
-3.1310702129900116,
-2.6030932355487764
],
"z": [
-19.918729536716583,
-20.87737848566087
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.541914858398169,
-10.539796104763006
],
"y": [
-2.727890069376522,
-3.148426261801264
],
"z": [
-20.103323182785356,
-19.933976381769632
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.541914858398169,
-9.467709710258582
],
"y": [
-2.727890069376522,
-1.8402141153382106
],
"z": [
-20.103323182785356,
-19.464457902298335
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.541914858398169,
-9.473596137021147
],
"y": [
-2.727890069376522,
-2.4088349567629894
],
"z": [
-20.103323182785356,
-21.14842533923925
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.606308568990578,
-7.744534974406924
],
"y": [
-5.006557167480655,
-5.677780493151073
],
"z": [
-20.593682578778374,
-20.562199746086232
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.606308568990578,
-8.740260274374144
],
"y": [
-5.006557167480655,
-4.74501611940463
],
"z": [
-20.593682578778374,
-21.650177576777004
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.606308568990578,
-9.479879547635623
],
"y": [
-5.006557167480655,
-5.58936169134333
],
"z": [
-20.593682578778374,
-20.278919870958116
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.7374112745927635,
-8.05435617928029
],
"y": [
-4.998408012087334,
-5.260067671262954
],
"z": [
-17.87572040224711,
-16.42682272464779
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.05435617928029,
-7.97570165036053
],
"y": [
-5.260067671262954,
-4.328193586701772
],
"z": [
-16.42682272464779,
-15.86122031517301
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.05435617928029,
-9.056858672608836
],
"y": [
-5.260067671262954,
-5.684711766252162
],
"z": [
-16.42682272464779,
-16.32838064288982
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.474779022339733,
-5.504421495391571
],
"y": [
-5.62821471240003,
-4.312670043408051
],
"z": [
-9.174235843165194,
-8.905749330136778
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.474779022339733,
-4.783899767151259
],
"y": [
-5.62821471240003,
-6.127335367437905
],
"z": [
-9.174235843165194,
-10.335767124046075
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.474779022339733,
-6.148927940770295
],
"y": [
-5.62821471240003,
-6.3470873667687515
],
"z": [
-9.174235843165194,
-8.235526877308487
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.504421495391571,
-6.2000498025101125
],
"y": [
-4.312670043408051,
-4.1543550483611495
],
"z": [
-8.905749330136778,
-7.785103359868424
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.2000498025101125,
-6.601887263660001
],
"y": [
-4.1543550483611495,
-5.390768555523139
],
"z": [
-7.785103359868424,
-7.361785105922296
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.783899767151259,
-5.58589960049206
],
"y": [
-6.127335367437905,
-5.90746282579658
],
"z": [
-10.335767124046075,
-11.60931224407658
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.783899767151259,
-4.593567004320414
],
"y": [
-6.127335367437905,
-7.195650509572607
],
"z": [
-10.335767124046075,
-10.186391301106458
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.783899767151259,
-3.8159060927790023
],
"y": [
-6.127335367437905,
-5.617876215062152
],
"z": [
-10.335767124046075,
-10.393343668192742
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.148927940770295,
-6.601887263660001
],
"y": [
-6.3470873667687515,
-5.390768555523139
],
"z": [
-8.235526877308487,
-7.361785105922296
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.148927940770295,
-6.243689790251541
],
"y": [
-6.3470873667687515,
-7.423289680833238
],
"z": [
-8.235526877308487,
-8.268477614555714
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.601887263660001,
-7.396268359823384
],
"y": [
-5.390768555523139,
-5.556493810934703
],
"z": [
-7.361785105922296,
-6.137936457691223
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.58589960049206,
-5.04415516211819
],
"y": [
-5.90746282579658,
-6.3072637417305915
],
"z": [
-11.60931224407658,
-12.472082440078566
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.58589960049206,
-5.7677344289193995
],
"y": [
-5.90746282579658,
-4.841841572920865
],
"z": [
-11.60931224407658,
-11.78514119672771
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.396268359823384,
-8.45788081060348
],
"y": [
-5.556493810934703,
-5.660005742099428
],
"z": [
-6.137936457691223,
-6.382581393169616
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.396268359823384,
-7.284929170160523
],
"y": [
-5.556493810934703,
-4.6984779961730005
],
"z": [
-6.137936457691223,
-5.467428540911686
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.396268359823384,
-7.091877644366604
],
"y": [
-5.556493810934703,
-6.420718774929571
],
"z": [
-6.137936457691223,
-5.615359386879975
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.082274210734481,
-5.256125746359953
],
"y": [
-5.221113984603245,
-5.112633302203958
],
"z": [
-4.011382177161617,
-4.788397153758535
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.082274210734481,
-3.4992947785770676
],
"y": [
-5.221113984603245,
-4.002988177478578
],
"z": [
-4.011382177161617,
-3.9817620273255856
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.509036728456272,
-5.938088218695447
],
"y": [
-7.469505359092031,
-6.458299640961604
],
"z": [
-4.315031045344275,
-4.863185863204951
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.091877644366604,
-5.938088218695447
],
"y": [
-6.420718774929571,
-6.458299640961604
],
"z": [
-5.615359386879975,
-4.863185863204951
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.091877644366604,
-7.7163573866256145
],
"y": [
-6.420718774929571,
-7.266731973990479
],
"z": [
-5.615359386879975,
-5.693715826262874
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.256125746359953,
-5.938088218695447
],
"y": [
-5.112633302203958,
-6.458299640961604
],
"z": [
-4.788397153758535,
-4.863185863204951
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.256125746359953,
-4.99758213515391
],
"y": [
-5.112633302203958,
-4.761428489465384
],
"z": [
-4.788397153758535,
-5.79181405147045
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.256125746359953,
-5.926060099468349
],
"y": [
-5.112633302203958,
-4.390242579015744
],
"z": [
-4.788397153758535,
-4.313349002960274
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-17.328595859004214,
-16.776665339140255
],
"y": [
-8.924253126658737,
-8.961281562420988
],
"z": [
-9.049365268576114,
-7.953926312637588
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-21.812907490752746,
-20.781677311500108
],
"y": [
-4.240165690725186,
-3.8066329442899733
],
"z": [
-9.323287980110262,
-8.263061242489051
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-21.812907490752746,
-22.59303047537944
],
"y": [
-4.240165690725186,
-5.48406213156283
],
"z": [
-9.323287980110262,
-8.89027750295227
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-21.812907490752746,
-21.10555689619875
],
"y": [
-4.240165690725186,
-4.512712833607892
],
"z": [
-9.323287980110262,
-10.653035975517879
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-21.812907490752746,
-22.518846823329106
],
"y": [
-4.240165690725186,
-3.412874706740645
],
"z": [
-9.323287980110262,
-9.467027524215345
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-20.781677311500108,
-19.796556023602495
],
"y": [
-3.8066329442899733,
-4.888167669846348
],
"z": [
-8.263061242489051,
-7.8919247641597865
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-20.781677311500108,
-20.238327111496773
],
"y": [
-3.8066329442899733,
-2.917649669979259
],
"z": [
-8.263061242489051,
-8.610418332746528
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-20.781677311500108,
-21.31201536767885
],
"y": [
-3.8066329442899733,
-3.4809320378457937
],
"z": [
-8.263061242489051,
-7.357876468141853
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-19.796556023602495,
-18.610402593293596
],
"y": [
-4.888167669846348,
-4.998534250640535
],
"z": [
-7.8919247641597865,
-8.600149204298814
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-19.796556023602495,
-20.095350025554495
],
"y": [
-4.888167669846348,
-5.75088598765708
],
"z": [
-7.8919247641597865,
-6.849200764958021
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-17.98650553505639,
-17.012729719519026
],
"y": [
-6.873275953126269,
-7.941516430459453
],
"z": [
-7.209573489106044,
-6.842123909351885
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-17.98650553505639,
-17.699446596307375
],
"y": [
-6.873275953126269,
-5.9974293425567815
],
"z": [
-7.209573489106044,
-8.256677696163885
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-17.98650553505639,
-19.184384165110774
],
"y": [
-6.873275953126269,
-6.749952574367717
],
"z": [
-7.209573489106044,
-6.505751443479019
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-17.012729719519026,
-15.650129333008493
],
"y": [
-7.941516430459453,
-7.391219309674027
],
"z": [
-6.842123909351885,
-6.38658615511343
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-17.012729719519026,
-16.776665339140255
],
"y": [
-7.941516430459453,
-8.961281562420988
],
"z": [
-6.842123909351885,
-7.953926312637588
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-17.012729719519026,
-17.417611152195562
],
"y": [
-7.941516430459453,
-8.527466798672181
],
"z": [
-6.842123909351885,
-6.00585966196045
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-22.59303047537944,
-21.97269802245281
],
"y": [
-5.48406213156283,
-6.3854931302131535
],
"z": [
-8.89027750295227,
-8.868221607633675
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-22.59303047537944,
-23.04305625126379
],
"y": [
-5.48406213156283,
-5.340826806579958
],
"z": [
-8.89027750295227,
-7.9024279887464175
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-22.59303047537944,
-23.409145619608356
],
"y": [
-5.48406213156283,
-5.676426563160957
],
"z": [
-8.89027750295227,
-9.596117015034256
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-21.10555689619875,
-21.84784809376377
],
"y": [
-4.512712833607892,
-4.657030211907408
],
"z": [
-10.653035975517879,
-11.44639026102862
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-21.10555689619875,
-20.49024788633329
],
"y": [
-4.512712833607892,
-5.41731199627357
],
"z": [
-10.653035975517879,
-10.626302713783968
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-21.10555689619875,
-20.474840585886216
],
"y": [
-4.512712833607892,
-3.6674405860529586
],
"z": [
-10.653035975517879,
-10.947751267654517
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-18.610402593293596,
-17.699446596307375
],
"y": [
-4.998534250640535,
-5.9974293425567815
],
"z": [
-8.600149204298814,
-8.256677696163885
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-18.610402593293596,
-18.37216757925191
],
"y": [
-4.998534250640535,
-4.318619804943783
],
"z": [
-8.600149204298814,
-9.412888501132322
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-20.095350025554495,
-19.184384165110774
],
"y": [
-5.75088598765708,
-6.749952574367717
],
"z": [
-6.849200764958021,
-6.505751443479019
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-20.095350025554495,
-21.021857826977072
],
"y": [
-5.75088598765708,
-5.66134969817827
],
"z": [
-6.849200764958021,
-6.289566083429557
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-17.699446596307375,
-16.77198219211719
],
"y": [
-5.9974293425567815,
-6.076634434185046
],
"z": [
-8.256677696163885,
-8.817317992985565
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-19.184384165110774,
-19.4230097007694
],
"y": [
-6.749952574367717,
-7.4228083803706735
],
"z": [
-6.505751443479019,
-5.686448374975214
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.650129333008493,
-15.771302126242194
],
"y": [
-7.391219309674027,
-6.677406025962506
],
"z": [
-6.38658615511343,
-5.564490430652516
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.650129333008493,
-15.002366173626275
],
"y": [
-7.391219309674027,
-8.203568623680992
],
"z": [
-6.38658615511343,
-6.038500215466935
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.650129333008493,
-15.122637719368473
],
"y": [
-7.391219309674027,
-6.884379254218319
],
"z": [
-6.38658615511343,
-7.202280960616747
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-16.776665339140255,
-16.110195576090252
],
"y": [
-8.961281562420988,
-9.745063171702432
],
"z": [
-7.953926312637588,
-7.71530959667165
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-16.110195576090252,
-14.872198824680957
],
"y": [
-9.745063171702432,
-9.48954174626213
],
"z": [
-7.71530959667165,
-8.463647651724978
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-16.110195576090252,
-15.883345507103922
],
"y": [
-9.745063171702432,
-9.644929720637943
],
"z": [
-7.71530959667165,
-6.737079389522634
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.872198824680957,
-13.726056776309555
],
"y": [
-9.48954174626213,
-9.332853555312745
],
"z": [
-8.463647651724978,
-7.498211887019732
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.872198824680957,
-14.592398526307889
],
"y": [
-9.48954174626213,
-10.66355658736558
],
"z": [
-8.463647651724978,
-9.401918905627166
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.872198824680957,
-14.98339197685706
],
"y": [
-9.48954174626213,
-8.575964602117304
],
"z": [
-8.463647651724978,
-9.04715162309563
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.726056776309555,
-13.74096257878518
],
"y": [
-9.332853555312745,
-9.917558743965374
],
"z": [
-7.498211887019732,
-6.442472497106084
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.726056776309555,
-12.688302653180408
],
"y": [
-9.332853555312745,
-8.5424547874142
],
"z": [
-7.498211887019732,
-7.812843683939439
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.592398526307889,
-15.679399721963936
],
"y": [
-10.66355658736558,
-10.812976272785804
],
"z": [
-9.401918905627166,
-10.316369100143662
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.592398526307889,
-14.481297988899218
],
"y": [
-10.66355658736558,
-11.576831585040175
],
"z": [
-9.401918905627166,
-8.817036482220578
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.592398526307889,
-13.674081005942298
],
"y": [
-10.66355658736558,
-10.474228717183335
],
"z": [
-9.401918905627166,
-9.95700168266303
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.679399721963936,
-15.329340565155523
],
"y": [
-10.812976272785804,
-11.595172901986809
],
"z": [
-10.316369100143662,
-11.142496873894778
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.688302653180408,
-12.849356456620264
],
"y": [
-8.5424547874142,
-7.652854699509973
],
"z": [
-7.812843683939439,
-8.309016397568476
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-16.04505471849386,
-17.008570273229903
],
"y": [
-12.675902373084124,
-12.968214312423132
],
"z": [
-13.092466163656262,
-14.105268274584922
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-16.04505471849386,
-16.450563265114422
],
"y": [
-12.675902373084124,
-11.796902825835126
],
"z": [
-13.092466163656262,
-12.127580131757291
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-17.545385655650907,
-16.450563265114422
],
"y": [
-11.254479233356468,
-11.796902825835126
],
"z": [
-12.06441178919146,
-12.127580131757291
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-17.008570273229903,
-17.37547296887566
],
"y": [
-12.968214312423132,
-11.66691867111643
],
"z": [
-14.105268274584922,
-14.817285420336388
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-17.008570273229903,
-16.36647397562421
],
"y": [
-12.968214312423132,
-13.95200354823419
],
"z": [
-14.105268274584922,
-15.080911966771446
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-17.008570273229903,
-18.23641096358048
],
"y": [
-12.968214312423132,
-13.591900146995826
],
"z": [
-14.105268274584922,
-13.443292837825533
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-17.37547296887566,
-18.0528529855946
],
"y": [
-11.66691867111643,
-11.01779154664868
],
"z": [
-14.817285420336388,
-14.256831203446119
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-17.37547296887566,
-16.47927179626685
],
"y": [
-11.66691867111643,
-11.078398207697287
],
"z": [
-14.817285420336388,
-15.046465943835875
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-17.37547296887566,
-17.88735550668807
],
"y": [
-11.66691867111643,
-11.880203126563213
],
"z": [
-14.817285420336388,
-15.763306809390306
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-16.36647397562421,
-16.057850407724125
],
"y": [
-13.95200354823419,
-14.86727289325073
],
"z": [
-15.080911966771446,
-14.562906629530982
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-16.36647397562421,
-15.458376298997312
],
"y": [
-13.95200354823419,
-13.524866477450098
],
"z": [
-15.080911966771446,
-15.521974754214257
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-16.36647397562421,
-17.04894420173385
],
"y": [
-13.95200354823419,
-14.226605651934795
],
"z": [
-15.080911966771446,
-15.891794328841957
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-18.23641096358048,
-18.876238015943663
],
"y": [
-13.591900146995826,
-12.882220817663718
],
"z": [
-13.443292837825533,
-12.91304549687702
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-18.23641096358048,
-18.878213791331245
],
"y": [
-13.591900146995826,
-14.064848601218053
],
"z": [
-13.443292837825533,
-14.196245259921328
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-18.23641096358048,
-17.942739428791914
],
"y": [
-13.591900146995826,
-14.362474509205185
],
"z": [
-13.443292837825533,
-12.720911282163591
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-16.450563265114422,
-15.329340565155523
],
"y": [
-11.796902825835126,
-11.595172901986809
],
"z": [
-12.127580131757291,
-11.142496873894778
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.329340565155523,
-14.45815340710201
],
"y": [
-11.595172901986809,
-11.18452146065118
],
"z": [
-11.142496873894778,
-11.659101422240628
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.329340565155523,
-15.076190601453035
],
"y": [
-11.595172901986809,
-12.54121728518103
],
"z": [
-11.142496873894778,
-10.65676050413842
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.857527350376095,
-9.986183652909304
],
"y": [
-6.620251881884332,
-6.363869889555703
],
"z": [
-7.3159038145497455,
-8.305171167136757
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.857527350376095,
-12.275484492178816
],
"y": [
-6.620251881884332,
-6.480064289880515
],
"z": [
-7.3159038145497455,
-7.528825098264718
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.857527350376095,
-10.22211098574071
],
"y": [
-6.620251881884332,
-6.9982419132537945
],
"z": [
-7.3159038145497455,
-6.173188294510371
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.986183652909304,
-8.76683659683621
],
"y": [
-6.363869889555703,
-6.571418542262295
],
"z": [
-8.305171167136757,
-7.820479426330753
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.76683659683621,
-8.893856234740223
],
"y": [
-6.571418542262295,
-6.960433204201658
],
"z": [
-7.820479426330753,
-6.515901466075816
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.275484492178816,
-12.849356456620264
],
"y": [
-6.480064289880515,
-7.652854699509973
],
"z": [
-7.528825098264718,
-8.309016397568476
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.275484492178816,
-12.761035656402765
],
"y": [
-6.480064289880515,
-6.400880064907122
],
"z": [
-7.528825098264718,
-6.5501490203737065
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.275484492178816,
-12.441542202818049
],
"y": [
-6.480064289880515,
-5.538858379169838
],
"z": [
-7.528825098264718,
-8.0640182506691
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.22211098574071,
-8.893856234740223
],
"y": [
-6.9982419132537945,
-6.960433204201658
],
"z": [
-6.173188294510371,
-6.515901466075816
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.22211098574071,
-10.74363777296185
],
"y": [
-6.9982419132537945,
-7.249147876050233
],
"z": [
-6.173188294510371,
-5.260317554457878
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.893856234740223,
-7.7163573866256145
],
"y": [
-6.960433204201658,
-7.266731973990479
],
"z": [
-6.515901466075816,
-5.693715826262874
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.849356456620264,
-13.927988490696922
],
"y": [
-7.652854699509973,
-7.526540381088234
],
"z": [
-8.309016397568476,
-8.444285935991973
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.849356456620264,
-12.389017382224733
],
"y": [
-7.652854699509973,
-7.734280740279354
],
"z": [
-8.309016397568476,
-9.29946383002983
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.7163573866256145,
-7.137428525170766
],
"y": [
-7.266731973990479,
-8.079702576134848
],
"z": [
-5.693715826262874,
-6.142972204541041
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.7163573866256145,
-8.001280241822066
],
"y": [
-7.266731973990479,
-7.572708523256274
],
"z": [
-5.693715826262874,
-4.6821004161953415
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.692940152137251,
-2.802433435864943
],
"y": [
-1.3339581037740713,
-2.1003410926790953
],
"z": [
-1.1230940049627194,
-2.665934808524619
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-3.1067344508493138,
-3.007980488194573
],
"y": [
-4.132113583371118,
-3.3868500702044955
],
"z": [
-6.689507184951646,
-5.132742131771643
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.311146767762752,
-2.802433435864943
],
"y": [
-1.484280186594281,
-2.1003410926790953
],
"z": [
-3.8169721579355778,
-2.665934808524619
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.311146767762752,
-2.413843875818731
],
"y": [
-1.484280186594281,
-2.12749414489219
],
"z": [
-3.8169721579355778,
-5.050380009316326
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.311146767762752,
-1.6688294063676687
],
"y": [
-1.484280186594281,
-0.13547519877047876
],
"z": [
-3.8169721579355778,
-3.7710575407413782
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.802433435864943,
-3.3965700482407857
],
"y": [
-2.1003410926790953,
-3.3596970179913996
],
"z": [
-2.665934808524619,
-2.748296930979937
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.413843875818731,
-3.007980488194573
],
"y": [
-2.12749414489219,
-3.3868500702044955
],
"z": [
-5.050380009316326,
-5.132742131771643
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.413843875818731,
-2.031174533292355
],
"y": [
-2.12749414489219,
-1.647897127011561
],
"z": [
-5.050380009316326,
-5.948723821411919
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-1.6688294063676687,
-0.7824417154321639
],
"y": [
-0.13547519877047876,
-0.1532093733966967
],
"z": [
-3.7710575407413782,
-3.128467398887062
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-1.6688294063676687,
-1.340984649817699
],
"y": [
-0.13547519877047876,
0.1954422611065463
],
"z": [
-3.7710575407413782,
-4.762638919323706
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-1.6688294063676687,
-2.3749465900858473
],
"y": [
-0.13547519877047876,
0.6142167645545468
],
"z": [
-3.7710575407413782,
-3.398667485847621
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-3.007980488194573,
-3.4992947785770676
],
"y": [
-3.3868500702044955,
-4.002988177478578
],
"z": [
-5.132742131771643,
-3.9817620273255856
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-3.3965700482407857,
-3.4992947785770676
],
"y": [
-3.3596970179913996,
-4.002988177478578
],
"z": [
-2.748296930979937,
-3.9817620273255856
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-3.3965700482407857,
-3.7795321657383636
],
"y": [
-3.3596970179913996,
-3.8390740115251676
],
"z": [
-2.748296930979937,
-1.8495845105515232
]
}
],
"layout": {
"scene": {
"xaxis": {
"showgrid": false,
"showline": false,
"showticklabels": false
},
"yaxis": {
"showgrid": false,
"showline": false,
"showticklabels": false
},
"zaxis": {
"showgrid": false,
"showline": false,
"showticklabels": false
}
},
"template": {
"data": {
"bar": [
{
"error_x": {
"color": "rgb(36,36,36)"
},
"error_y": {
"color": "rgb(36,36,36)"
},
"marker": {
"line": {
"color": "white",
"width": 0.5
},
"pattern": {
"fillmode": "overlay",
"size": 10,
"solidity": 0.2
}
},
"type": "bar"
}
],
"barpolar": [
{
"marker": {
"line": {
"color": "white",
"width": 0.5
},
"pattern": {
"fillmode": "overlay",
"size": 10,
"solidity": 0.2
}
},
"type": "barpolar"
}
],
"carpet": [
{
"aaxis": {
"endlinecolor": "rgb(36,36,36)",
"gridcolor": "white",
"linecolor": "white",
"minorgridcolor": "white",
"startlinecolor": "rgb(36,36,36)"
},
"baxis": {
"endlinecolor": "rgb(36,36,36)",
"gridcolor": "white",
"linecolor": "white",
"minorgridcolor": "white",
"startlinecolor": "rgb(36,36,36)"
},
"type": "carpet"
}
],
"choropleth": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"type": "choropleth"
}
],
"contour": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "contour"
}
],
"contourcarpet": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"type": "contourcarpet"
}
],
"heatmap": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "heatmap"
}
],
"heatmapgl": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "heatmapgl"
}
],
"histogram": [
{
"marker": {
"line": {
"color": "white",
"width": 0.6
}
},
"type": "histogram"
}
],
"histogram2d": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "histogram2d"
}
],
"histogram2dcontour": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "histogram2dcontour"
}
],
"mesh3d": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"type": "mesh3d"
}
],
"parcoords": [
{
"line": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "parcoords"
}
],
"pie": [
{
"automargin": true,
"type": "pie"
}
],
"scatter": [
{
"fillpattern": {
"fillmode": "overlay",
"size": 10,
"solidity": 0.2
},
"type": "scatter"
}
],
"scatter3d": [
{
"line": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scatter3d"
}
],
"scattercarpet": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scattercarpet"
}
],
"scattergeo": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scattergeo"
}
],
"scattergl": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scattergl"
}
],
"scattermapbox": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scattermapbox"
}
],
"scatterpolar": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scatterpolar"
}
],
"scatterpolargl": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scatterpolargl"
}
],
"scatterternary": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scatterternary"
}
],
"surface": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "surface"
}
],
"table": [
{
"cells": {
"fill": {
"color": "rgb(237,237,237)"
},
"line": {
"color": "white"
}
},
"header": {
"fill": {
"color": "rgb(217,217,217)"
},
"line": {
"color": "white"
}
},
"type": "table"
}
]
},
"layout": {
"annotationdefaults": {
"arrowhead": 0,
"arrowwidth": 1
},
"autotypenumbers": "strict",
"coloraxis": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"colorscale": {
"diverging": [
[
0,
"rgb(103,0,31)"
],
[
0.1,
"rgb(178,24,43)"
],
[
0.2,
"rgb(214,96,77)"
],
[
0.3,
"rgb(244,165,130)"
],
[
0.4,
"rgb(253,219,199)"
],
[
0.5,
"rgb(247,247,247)"
],
[
0.6,
"rgb(209,229,240)"
],
[
0.7,
"rgb(146,197,222)"
],
[
0.8,
"rgb(67,147,195)"
],
[
0.9,
"rgb(33,102,172)"
],
[
1,
"rgb(5,48,97)"
]
],
"sequential": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"sequentialminus": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
]
},
"colorway": [
"#1F77B4",
"#FF7F0E",
"#2CA02C",
"#D62728",
"#9467BD",
"#8C564B",
"#E377C2",
"#7F7F7F",
"#BCBD22",
"#17BECF"
],
"font": {
"color": "rgb(36,36,36)"
},
"geo": {
"bgcolor": "white",
"lakecolor": "white",
"landcolor": "white",
"showlakes": true,
"showland": true,
"subunitcolor": "white"
},
"hoverlabel": {
"align": "left"
},
"hovermode": "closest",
"mapbox": {
"style": "light"
},
"paper_bgcolor": "white",
"plot_bgcolor": "white",
"polar": {
"angularaxis": {
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside"
},
"bgcolor": "white",
"radialaxis": {
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside"
}
},
"scene": {
"xaxis": {
"backgroundcolor": "white",
"gridcolor": "rgb(232,232,232)",
"gridwidth": 2,
"linecolor": "rgb(36,36,36)",
"showbackground": true,
"showgrid": false,
"showline": true,
"ticks": "outside",
"zeroline": false,
"zerolinecolor": "rgb(36,36,36)"
},
"yaxis": {
"backgroundcolor": "white",
"gridcolor": "rgb(232,232,232)",
"gridwidth": 2,
"linecolor": "rgb(36,36,36)",
"showbackground": true,
"showgrid": false,
"showline": true,
"ticks": "outside",
"zeroline": false,
"zerolinecolor": "rgb(36,36,36)"
},
"zaxis": {
"backgroundcolor": "white",
"gridcolor": "rgb(232,232,232)",
"gridwidth": 2,
"linecolor": "rgb(36,36,36)",
"showbackground": true,
"showgrid": false,
"showline": true,
"ticks": "outside",
"zeroline": false,
"zerolinecolor": "rgb(36,36,36)"
}
},
"shapedefaults": {
"fillcolor": "black",
"line": {
"width": 0
},
"opacity": 0.3
},
"ternary": {
"aaxis": {
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside"
},
"baxis": {
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside"
},
"bgcolor": "white",
"caxis": {
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside"
}
},
"title": {
"x": 0.05
},
"xaxis": {
"automargin": true,
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside",
"title": {
"standoff": 15
},
"zeroline": false,
"zerolinecolor": "rgb(36,36,36)"
},
"yaxis": {
"automargin": true,
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside",
"title": {
"standoff": 15
},
"zeroline": false,
"zerolinecolor": "rgb(36,36,36)"
}
}
}
}
},
"text/html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import biobuild as bb\n",
"\n",
"mol = bb.molecule(\"files/x_wing.json\")\n",
"mol.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Quick Optimization\n",
"\n",
"Each Biobuild Molecule has an `optimize` method that we can call. This will perform all necessary steps automatically for you. Naturally, this method is very convenient, but not nearly as precise as an optimization setup that we create manually. Still, for most molecules that are not too large and not too crowded it should perform reasonably well. \n",
"Also, we can modify the default settings, thus guiding the optimization to some degree. "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If we want to improve the conformation we can simply call on the `optimize` method and that's it..."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.plotly.v1+json": {
"config": {
"plotlyServerURL": "https://plot.ly"
},
"data": [
{
"customdata": [
[
"O7",
1,
1,
"PRP",
"A"
],
[
"O",
35,
2,
"SER",
"A"
],
[
"OG",
37,
2,
"SER",
"A"
],
[
"OXT",
38,
2,
"SER",
"A"
],
[
"O3",
43,
3,
"TBA",
"A"
],
[
"O1",
44,
3,
"TBA",
"A"
],
[
"O2",
77,
5,
"HAC",
"A"
],
[
"O1",
78,
5,
"HAC",
"A"
],
[
"O7",
84,
6,
"PRP",
"A"
],
[
"O",
118,
7,
"SER",
"A"
],
[
"OG",
120,
7,
"SER",
"A"
],
[
"OXT",
121,
7,
"SER",
"A"
],
[
"O3",
126,
8,
"TBA",
"A"
],
[
"O1",
127,
8,
"TBA",
"A"
]
],
"hovertemplate": "atom_element=O
x=%{x}
y=%{y}
z=%{z}
atom_id=%{customdata[0]}
atom_serial=%{customdata[1]}
residue_serial=%{customdata[2]}
residue_name=%{customdata[3]}
chain_id=%{customdata[4]}",
"legendgroup": "O",
"marker": {
"color": "red",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "O",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-9.291198708561543,
-10.548109224252194,
-11.698034063192877,
-10.516546327241965,
-14.561248932310466,
-12.833197135461257,
-10.877573480938693,
-8.83857711518755,
-9.707324148709741,
-7.863101868485778,
-6.988533503548062,
-8.947759742451197,
-4.0699142336351315,
-6.116188846894596
],
"y": [
-6.46743486110805,
-7.077031223691032,
-6.3850919055941215,
-4.872711270764944,
-6.912200934397342,
-8.371769824950668,
-0.7589896322485856,
-2.49786741069405,
-13.659039182303239,
-9.790917386178094,
-13.842935379843826,
-9.794904205413514,
-14.919413998562451,
-14.641299810845371
],
"z": [
-20.572449059035712,
-16.383592878110406,
-20.598480639944498,
-16.513586449736966,
-22.282246901253146,
-21.821999032018383,
-8.777780291468058,
-8.734012928259716,
-6.529616480425772,
-6.431878295315782,
-7.975467085784045,
-8.355526496447474,
-9.25365622610635,
-10.285036449748564
]
},
{
"customdata": [
[
"C10",
2,
1,
"PRP",
"A"
],
[
"C11",
3,
1,
"PRP",
"A"
],
[
"C1",
4,
1,
"PRP",
"A"
],
[
"C4",
5,
1,
"PRP",
"A"
],
[
"C8",
6,
1,
"PRP",
"A"
],
[
"C12",
7,
1,
"PRP",
"A"
],
[
"C13",
8,
1,
"PRP",
"A"
],
[
"C6",
9,
1,
"PRP",
"A"
],
[
"C2",
10,
1,
"PRP",
"A"
],
[
"C5",
11,
1,
"PRP",
"A"
],
[
"C3",
12,
1,
"PRP",
"A"
],
[
"C9",
13,
1,
"PRP",
"A"
],
[
"C7",
14,
1,
"PRP",
"A"
],
[
"CA",
33,
2,
"SER",
"A"
],
[
"C",
34,
2,
"SER",
"A"
],
[
"CB",
36,
2,
"SER",
"A"
],
[
"C3",
45,
3,
"TBA",
"A"
],
[
"C4",
46,
3,
"TBA",
"A"
],
[
"C5",
47,
3,
"TBA",
"A"
],
[
"C6",
48,
3,
"TBA",
"A"
],
[
"C1",
49,
3,
"TBA",
"A"
],
[
"C2",
50,
3,
"TBA",
"A"
],
[
"C4",
65,
4,
"TRZ",
"A"
],
[
"C1",
66,
4,
"TRZ",
"A"
],
[
"C2",
67,
4,
"TRZ",
"A"
],
[
"C5",
68,
4,
"TRZ",
"A"
],
[
"C3",
69,
4,
"TRZ",
"A"
],
[
"C2",
80,
5,
"HAC",
"A"
],
[
"C1",
81,
5,
"HAC",
"A"
],
[
"C10",
85,
6,
"PRP",
"A"
],
[
"C11",
86,
6,
"PRP",
"A"
],
[
"C1",
87,
6,
"PRP",
"A"
],
[
"C4",
88,
6,
"PRP",
"A"
],
[
"C8",
89,
6,
"PRP",
"A"
],
[
"C12",
90,
6,
"PRP",
"A"
],
[
"C13",
91,
6,
"PRP",
"A"
],
[
"C6",
92,
6,
"PRP",
"A"
],
[
"C2",
93,
6,
"PRP",
"A"
],
[
"C5",
94,
6,
"PRP",
"A"
],
[
"C3",
95,
6,
"PRP",
"A"
],
[
"C9",
96,
6,
"PRP",
"A"
],
[
"C7",
97,
6,
"PRP",
"A"
],
[
"CA",
116,
7,
"SER",
"A"
],
[
"C",
117,
7,
"SER",
"A"
],
[
"CB",
119,
7,
"SER",
"A"
],
[
"C3",
128,
8,
"TBA",
"A"
],
[
"C4",
129,
8,
"TBA",
"A"
],
[
"C5",
130,
8,
"TBA",
"A"
],
[
"C6",
131,
8,
"TBA",
"A"
],
[
"C1",
132,
8,
"TBA",
"A"
],
[
"C2",
133,
8,
"TBA",
"A"
],
[
"C4",
148,
9,
"TRZ",
"A"
],
[
"C1",
149,
9,
"TRZ",
"A"
],
[
"C2",
150,
9,
"TRZ",
"A"
],
[
"C5",
151,
9,
"TRZ",
"A"
],
[
"C3",
152,
9,
"TRZ",
"A"
],
[
"C2",
162,
10,
"CBZ",
"A"
],
[
"C1",
163,
10,
"CBZ",
"A"
],
[
"C3",
164,
10,
"CBZ",
"A"
],
[
"C7",
165,
10,
"CBZ",
"A"
],
[
"C4",
166,
10,
"CBZ",
"A"
],
[
"C6",
167,
10,
"CBZ",
"A"
],
[
"C5",
168,
10,
"CBZ",
"A"
]
],
"hovertemplate": "atom_element=C
x=%{x}
y=%{y}
z=%{z}
atom_id=%{customdata[0]}
atom_serial=%{customdata[1]}
residue_serial=%{customdata[2]}
residue_name=%{customdata[3]}
chain_id=%{customdata[4]}",
"legendgroup": "C",
"marker": {
"color": "darkslategray",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "C",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-4.688218742900164,
-3.9891445022635095,
-4.942623492258662,
-6.6924288295897405,
-7.633939669001903,
-5.650236560564647,
-5.449581489712567,
-5.371594151996189,
-5.371394454867306,
-6.252056499980298,
-6.252025716948584,
-7.056343435559887,
-8.987505760945636,
-10.389971382016228,
-10.490734341185261,
-11.793394040554073,
-15.252393215688794,
-14.374690222527224,
-16.559139142393885,
-15.532551589214428,
-13.354722720169464,
-12.757871555267048,
-8.735214476112338,
-9.577063545851784,
-10.101488188421275,
-9.788095412972945,
-10.58089301133643,
-10.987668461070047,
-9.76516783839689,
-15.124729609181788,
-15.014485539818505,
-13.68828671849127,
-11.253381993999545,
-9.943077485113648,
-14.00541839249667,
-15.090521088468897,
-13.530147476936563,
-12.652831324282005,
-12.304853151130997,
-11.427380546032756,
-10.040551802780376,
-9.248843677190154,
-8.307075428133409,
-8.355845771338803,
-7.035502054514911,
-3.502170813416795,
-3.6466405654337315,
-2.028486431915568,
-4.242856572360509,
-5.395732157894541,
-5.839177751926251,
-10.857005081232286,
-9.828797471984661,
-9.665005384954148,
-9.901768348872809,
-9.061414762058837,
-13.905424674876627,
-14.14713312223867,
-12.632817737591914,
-14.982675344631918,
-11.601812773366513,
-13.116128158013266,
-11.843425334254661
],
"y": [
-6.222630215343793,
-6.6228189089847636,
-6.9644390773357046,
-7.591779173291888,
-7.929685284593424,
-7.307106392431763,
-4.909513926401633,
-5.962737939643379,
-8.273640533858037,
-6.278459280900869,
-8.589398247295938,
-7.64623855801171,
-7.232401190359143,
-6.225155388142628,
-6.090520725579939,
-6.2562159665473285,
-7.944838449180777,
-8.414212998422018,
-7.351063436232833,
-9.091624951011635,
-7.267555061596672,
-6.07695179817936,
-4.105295648525294,
-4.550455487162312,
-3.69657225838773,
-4.181047714727219,
-3.991972098632623,
-1.8684621005320938,
-2.743940281268661,
-16.423766118621717,
-15.042916824157007,
-14.358108109782098,
-13.099101526151374,
-12.421755986697544,
-17.36998399436737,
-16.260278384965662,
-13.526405439401495,
-14.572572046299442,
-12.892710625206185,
-13.938925645546703,
-10.886554208250365,
-12.841691267094873,
-11.933473793730586,
-10.427768619509944,
-12.415630498132645,
-15.359549415978975,
-14.238779029814324,
-15.667786248845722,
-16.61594830015102,
-14.590225607164633,
-14.148793426446703,
-8.882833342740126,
-6.62362835561297,
-5.9118290987364706,
-10.060110217428754,
-4.587816411959425,
1.860178308505434,
0.48895768929347305,
2.362164418225257,
2.824316744903795,
1.4928090155534868,
-0.38039771337829453,
0.12157655209620799
],
"z": [
-25.14162903919979,
-23.827623226594604,
-22.708651789866348,
-20.652644344487484,
-19.54640158215433,
-25.633362137358475,
-24.944375599480615,
-21.852321477527564,
-22.557056612293106,
-20.817569817245314,
-21.522292906585562,
-18.1488816630463,
-19.662184252135848,
-18.573876645950016,
-17.076552588273746,
-19.179179943456095,
-22.98620425267106,
-24.145635724695097,
-23.507602226428478,
-22.016059796952216,
-21.747363377765012,
-21.044187093967963,
-15.651919429205087,
-13.324748440248008,
-12.387195921247944,
-16.74698481413042,
-11.031016858532048,
-9.644035275563835,
-9.500807336187657,
-4.264056369891805,
-3.5883578193927432,
-3.8123160990486986,
-4.223025649731913,
-4.443709505451533,
-3.8222618115026306,
-5.785554998893697,
-4.909578714999084,
-2.9163967742563326,
-5.116193350518104,
-3.123067790369924,
-4.41771649008211,
-5.737326790514498,
-7.303877445997442,
-7.330940002210728,
-8.0021453515356,
-10.487967707513842,
-11.516538843725865,
-10.232519222328175,
-10.943637226298243,
-9.297522781492054,
-7.927589219248814,
-8.521203692173259,
-8.922929828272293,
-10.084676991013069,
-8.643705877764258,
-10.282111702262828,
-9.831673528119724,
-9.7473429291547,
-9.55955710299404,
-10.21104499511624,
-9.203173703285268,
-9.390959529445928,
-9.118817307072774
]
},
{
"customdata": [
[
"H10",
15,
1,
"PRP",
"A"
],
[
"H111",
16,
1,
"PRP",
"A"
],
[
"H112",
17,
1,
"PRP",
"A"
],
[
"H8",
18,
1,
"PRP",
"A"
],
[
"H121",
19,
1,
"PRP",
"A"
],
[
"H122",
20,
1,
"PRP",
"A"
],
[
"H123",
21,
1,
"PRP",
"A"
],
[
"H131",
22,
1,
"PRP",
"A"
],
[
"H132",
23,
1,
"PRP",
"A"
],
[
"H133",
24,
1,
"PRP",
"A"
],
[
"H6",
25,
1,
"PRP",
"A"
],
[
"H2",
26,
1,
"PRP",
"A"
],
[
"H5",
27,
1,
"PRP",
"A"
],
[
"H3",
28,
1,
"PRP",
"A"
],
[
"H91",
29,
1,
"PRP",
"A"
],
[
"H92",
30,
1,
"PRP",
"A"
],
[
"H93",
31,
1,
"PRP",
"A"
],
[
"H2",
39,
2,
"SER",
"A"
],
[
"HA",
40,
2,
"SER",
"A"
],
[
"HB2",
41,
2,
"SER",
"A"
],
[
"HB3",
42,
2,
"SER",
"A"
],
[
"H41",
51,
3,
"TBA",
"A"
],
[
"H42",
52,
3,
"TBA",
"A"
],
[
"H43",
53,
3,
"TBA",
"A"
],
[
"H51",
54,
3,
"TBA",
"A"
],
[
"H52",
55,
3,
"TBA",
"A"
],
[
"H53",
56,
3,
"TBA",
"A"
],
[
"H61",
57,
3,
"TBA",
"A"
],
[
"H62",
58,
3,
"TBA",
"A"
],
[
"H63",
59,
3,
"TBA",
"A"
],
[
"H21",
60,
3,
"TBA",
"A"
],
[
"H22",
61,
3,
"TBA",
"A"
],
[
"H41",
70,
4,
"TRZ",
"A"
],
[
"H42",
71,
4,
"TRZ",
"A"
],
[
"H1",
72,
4,
"TRZ",
"A"
],
[
"H52",
73,
4,
"TRZ",
"A"
],
[
"H53",
74,
4,
"TRZ",
"A"
],
[
"H31",
75,
4,
"TRZ",
"A"
],
[
"H33",
76,
4,
"TRZ",
"A"
],
[
"H21",
82,
5,
"HAC",
"A"
],
[
"H22",
83,
5,
"HAC",
"A"
],
[
"H10",
98,
6,
"PRP",
"A"
],
[
"H111",
99,
6,
"PRP",
"A"
],
[
"H112",
100,
6,
"PRP",
"A"
],
[
"H8",
101,
6,
"PRP",
"A"
],
[
"H121",
102,
6,
"PRP",
"A"
],
[
"H122",
103,
6,
"PRP",
"A"
],
[
"H123",
104,
6,
"PRP",
"A"
],
[
"H131",
105,
6,
"PRP",
"A"
],
[
"H132",
106,
6,
"PRP",
"A"
],
[
"H133",
107,
6,
"PRP",
"A"
],
[
"H6",
108,
6,
"PRP",
"A"
],
[
"H2",
109,
6,
"PRP",
"A"
],
[
"H5",
110,
6,
"PRP",
"A"
],
[
"H3",
111,
6,
"PRP",
"A"
],
[
"H91",
112,
6,
"PRP",
"A"
],
[
"H92",
113,
6,
"PRP",
"A"
],
[
"H93",
114,
6,
"PRP",
"A"
],
[
"H2",
122,
7,
"SER",
"A"
],
[
"HA",
123,
7,
"SER",
"A"
],
[
"HB2",
124,
7,
"SER",
"A"
],
[
"HB3",
125,
7,
"SER",
"A"
],
[
"H41",
134,
8,
"TBA",
"A"
],
[
"H42",
135,
8,
"TBA",
"A"
],
[
"H43",
136,
8,
"TBA",
"A"
],
[
"H51",
137,
8,
"TBA",
"A"
],
[
"H52",
138,
8,
"TBA",
"A"
],
[
"H53",
139,
8,
"TBA",
"A"
],
[
"H61",
140,
8,
"TBA",
"A"
],
[
"H62",
141,
8,
"TBA",
"A"
],
[
"H63",
142,
8,
"TBA",
"A"
],
[
"H21",
143,
8,
"TBA",
"A"
],
[
"H22",
144,
8,
"TBA",
"A"
],
[
"H41",
153,
9,
"TRZ",
"A"
],
[
"H42",
154,
9,
"TRZ",
"A"
],
[
"H1",
155,
9,
"TRZ",
"A"
],
[
"H52",
156,
9,
"TRZ",
"A"
],
[
"H53",
157,
9,
"TRZ",
"A"
],
[
"H32",
158,
9,
"TRZ",
"A"
],
[
"H33",
159,
9,
"TRZ",
"A"
],
[
"H3",
169,
10,
"CBZ",
"A"
],
[
"H6",
170,
10,
"CBZ",
"A"
],
[
"H71",
171,
10,
"CBZ",
"A"
],
[
"H72",
172,
10,
"CBZ",
"A"
],
[
"H73",
173,
10,
"CBZ",
"A"
]
],
"hovertemplate": "atom_element=H
x=%{x}
y=%{y}
z=%{z}
atom_id=%{customdata[0]}
atom_serial=%{customdata[1]}
residue_serial=%{customdata[2]}
residue_name=%{customdata[3]}
chain_id=%{customdata[4]}",
"legendgroup": "H",
"marker": {
"color": "lightgray",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "H",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-3.913995721505529,
-3.313658362383464,
-3.336217937205733,
-7.86714966429507,
-6.529795485599313,
-5.1453308087820275,
-6.01652337948194,
-5.806070622135415,
-6.330151526423638,
-4.802983209786197,
-5.0307599719892595,
-5.0309935563790065,
-6.583194254651465,
-6.583965989794965,
-6.09685073064393,
-7.742294807324376,
-6.898638942361014,
-9.151887771018007,
-9.837833606140684,
-12.344739524250151,
-12.316015322970536,
-13.546980887589395,
-13.941776569489987,
-14.967392398054375,
-17.169338729617195,
-16.36227035439067,
-17.149515621944687,
-14.662935405927199,
-16.278117848800175,
-15.924993027780381,
-12.607849878202517,
-13.409448470532146,
-8.239373801083403,
-7.9686862978174045,
-9.382233377504761,
-9.327951025875679,
-10.280074794664179,
-10.914915590063542,
-11.420190618098852,
-11.084521259287671,
-11.87941426750968,
-16.089850552713695,
-15.828045935296991,
-15.179406847227224,
-9.247047139091753,
-13.023144287240441,
-13.959295560053869,
-14.19654234771992,
-15.33535594284412,
-14.105044091022386,
-15.829826988478619,
-14.34308395132496,
-12.777670884369703,
-12.18976280555382,
-10.61930084315769,
-10.50485010689189,
-9.044698310572631,
-10.630641204339677,
-8.263907545149339,
-9.179491736756265,
-6.1635031301581575,
-7.035834758201329,
-4.651446643871537,
-3.3697765680798817,
-2.990320856938115,
-1.9208981937263818,
-1.5047522488748366,
-1.521084408964649,
-5.235293662651372,
-3.6786099868439575,
-4.369912581389874,
-5.261719296369308,
-5.713750281085545,
-10.912039653530705,
-11.866722915542555,
-9.575115897613061,
-10.23461418432673,
-9.85040346637388,
-8.495199059968431,
-8.378344770204468,
-12.443150750535967,
-13.306051041004388,
-15.806194182019809,
-14.619531320651236,
-15.363099510463677
],
"y": [
-6.0658074861692945,
-5.819988268295761,
-7.485847065660767,
-9.002392504448308,
-7.414662624606532,
-8.27596796281621,
-7.053960260637096,
-4.537405376985795,
-5.024021931185365,
-4.136083766485928,
-4.937799570025474,
-9.060508685197902,
-5.486812154373908,
-9.617735246574902,
-8.156557673065596,
-7.996022028281168,
-6.574681309661093,
-7.728572183418784,
-5.377373870786418,
-7.104664739690227,
-5.332464096110392,
-9.065538108515948,
-7.560969803068716,
-8.994296045498093,
-6.969154705874889,
-6.4977347031331565,
-8.087812721651698,
-9.710143119964455,
-9.776182387579473,
-8.712878546069776,
-5.266014414661507,
-5.751870354778804,
-5.074866086470543,
-3.3633472608360884,
-5.613605914491602,
-4.475051529338346,
-3.2134185122308785,
-5.031796379506714,
-3.346984396156236,
-1.5169659371237798,
-2.439915536518167,
-16.862495833106674,
-14.390878335262784,
-15.157044934507645,
-12.712337032933206,
-17.067237518687975,
-17.440503109042663,
-18.378363696842648,
-17.21363914357936,
-15.961627854139103,
-15.526165958575174,
-13.35218406188722,
-15.219307445854742,
-12.24235213107569,
-14.109450650132407,
-10.539514328788334,
-10.435079396235517,
-10.501985852994078,
-11.572748229732996,
-12.334695237206114,
-12.013558910316645,
-12.071408388652838,
-14.130617073291676,
-13.270275652135425,
-14.421765108978757,
-16.43725558606131,
-14.779704860834425,
-16.014291179901264,
-16.431437507189333,
-17.127786240722294,
-17.31881304249102,
-13.273048992565151,
-14.961940310086096,
-8.544985266605346,
-9.167307792168435,
-6.424341090153282,
-10.88598562230642,
-10.42418005116716,
-4.561600042527472,
-4.331926369070244,
3.431366090372432,
-1.4498909995924665,
2.7839957098781802,
3.857798140308793,
2.6009668524798517
],
"z": [
-25.902817002029487,
-23.5030325810103,
-24.01621885598797,
-19.58535050468843,
-24.990956958120133,
-25.705913217633068,
-26.634865218853896,
-25.911683965988452,
-24.304763359692227,
-24.51675217621078,
-21.96597947427216,
-23.22383256470541,
-20.15091861572165,
-21.407083223066326,
-18.011034718852102,
-17.369269849705407,
-17.983392641258934,
-18.089637126848988,
-18.978690646795354,
-18.77340311198312,
-18.932565919058376,
-23.854102711439495,
-24.681003270029365,
-24.86304652027898,
-22.681104679288207,
-24.16691747998829,
-24.062001209858302,
-21.78071193008232,
-22.438008287418764,
-21.065058320591692,
-21.761373252802603,
-20.228837918062194,
-15.533969732937962,
-15.900560901782033,
-13.330166407709996,
-17.695419904169277,
-16.892512799298277,
-10.961870334359276,
-10.752200053197242,
-10.675589962716515,
-9.370975708441517,
-3.98213515397495,
-3.93352870737349,
-2.508323214951579,
-3.6451425934239756,
-4.198238956561717,
-2.7305723140754226,
-4.20683876007818,
-6.267627512130638,
-6.156044456153717,
-6.122676744899338,
-5.608410554733064,
-2.0528153726506977,
-5.979077613595858,
-2.4167654354167567,
-3.488176799233919,
-4.4892612744748,
-5.256998289183495,
-5.330146308948297,
-7.819023190175009,
-7.485949347878296,
-9.035963531223643,
-11.932452748152773,
-11.083636863603573,
-12.375742541967604,
-9.459448902054312,
-9.860178244483155,
-11.13870885472279,
-11.362218209019211,
-11.732418674688532,
-10.111951676018052,
-7.620839567853279,
-7.207808144764331,
-7.480690927569211,
-8.836512465756002,
-7.891325628663766,
-8.007432598866645,
-9.675375972808006,
-11.218393497813768,
-9.46595969915419,
-9.625169207813252,
-9.325693081257338,
-9.490551644278245,
-10.227317769890606,
-11.213395307933778
]
},
{
"customdata": [
[
"N",
32,
2,
"SER",
"A"
],
[
"N4",
62,
4,
"TRZ",
"A"
],
[
"N4A",
63,
4,
"TRZ",
"A"
],
[
"N2",
64,
4,
"TRZ",
"A"
],
[
"N1",
79,
5,
"HAC",
"A"
],
[
"N",
115,
7,
"SER",
"A"
],
[
"N4",
145,
9,
"TRZ",
"A"
],
[
"N4A",
146,
9,
"TRZ",
"A"
],
[
"N2",
147,
9,
"TRZ",
"A"
]
],
"hovertemplate": "atom_element=N
x=%{x}
y=%{y}
z=%{z}
atom_id=%{customdata[0]}
atom_serial=%{customdata[1]}
residue_serial=%{customdata[2]}
residue_name=%{customdata[3]}
chain_id=%{customdata[4]}",
"legendgroup": "N",
"marker": {
"color": "blue",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "N",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-9.685632431179586,
-9.307795341247505,
-9.641187438163783,
-10.133837573738317,
-9.808904263984596,
-8.306347179702268,
-10.440787765959987,
-10.645397632305514,
-10.168631496266453
],
"y": [
-7.470668649516876,
-3.7370279719094186,
-2.462068840967454,
-2.4256473623127097,
-3.8454760580838987,
-12.397529155708101,
-7.767972771012495,
-7.77132671357124,
-6.62616957043341
],
"z": [
-18.906352747459916,
-14.382226331940636,
-14.12347860897194,
-12.890279886214323,
-10.327314098091549,
-5.910109498785941,
-9.33326252136892,
-10.660569951342616,
-11.136089602931058
]
},
{
"customdata": [
[
"Cl1",
160,
10,
"CBZ",
"A"
],
[
"Cl4",
161,
10,
"CBZ",
"A"
]
],
"hovertemplate": "atom_element=Cl
x=%{x}
y=%{y}
z=%{z}
atom_id=%{customdata[0]}
atom_serial=%{customdata[1]}
residue_serial=%{customdata[2]}
residue_name=%{customdata[3]}
chain_id=%{customdata[4]}",
"legendgroup": "Cl",
"marker": {
"color": "green",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "Cl",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-15.709071490829025,
-10.046798201200055
],
"y": [
-0.16757081993778122,
2.1752017737138925
],
"z": [
-10.077506917639017,
-8.879202587350225
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.291198708561543,
-8.987505760945636
],
"y": [
-6.46743486110805,
-7.232401190359143
],
"z": [
-20.572449059035712,
-19.662184252135848
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.688218742900164,
-3.9891445022635095
],
"y": [
-6.222630215343793,
-6.6228189089847636
],
"z": [
-25.14162903919979,
-23.827623226594604
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.688218742900164,
-5.650236560564647
],
"y": [
-6.222630215343793,
-7.307106392431763
],
"z": [
-25.14162903919979,
-25.633362137358475
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.688218742900164,
-5.449581489712567
],
"y": [
-6.222630215343793,
-4.909513926401633
],
"z": [
-25.14162903919979,
-24.944375599480615
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.688218742900164,
-3.913995721505529
],
"y": [
-6.222630215343793,
-6.0658074861692945
],
"z": [
-25.14162903919979,
-25.902817002029487
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-3.9891445022635095,
-4.942623492258662
],
"y": [
-6.6228189089847636,
-6.9644390773357046
],
"z": [
-23.827623226594604,
-22.708651789866348
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-3.9891445022635095,
-3.313658362383464
],
"y": [
-6.6228189089847636,
-5.819988268295761
],
"z": [
-23.827623226594604,
-23.5030325810103
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-3.9891445022635095,
-3.336217937205733
],
"y": [
-6.6228189089847636,
-7.485847065660767
],
"z": [
-23.827623226594604,
-24.01621885598797
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.942623492258662,
-5.371594151996189
],
"y": [
-6.9644390773357046,
-5.962737939643379
],
"z": [
-22.708651789866348,
-21.852321477527564
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.942623492258662,
-5.371394454867306
],
"y": [
-6.9644390773357046,
-8.273640533858037
],
"z": [
-22.708651789866348,
-22.557056612293106
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.6924288295897405,
-7.633939669001903
],
"y": [
-7.591779173291888,
-7.929685284593424
],
"z": [
-20.652644344487484,
-19.54640158215433
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.6924288295897405,
-6.252056499980298
],
"y": [
-7.591779173291888,
-6.278459280900869
],
"z": [
-20.652644344487484,
-20.817569817245314
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.6924288295897405,
-6.252025716948584
],
"y": [
-7.591779173291888,
-8.589398247295938
],
"z": [
-20.652644344487484,
-21.522292906585562
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.633939669001903,
-7.056343435559887
],
"y": [
-7.929685284593424,
-7.64623855801171
],
"z": [
-19.54640158215433,
-18.1488816630463
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.633939669001903,
-8.987505760945636
],
"y": [
-7.929685284593424,
-7.232401190359143
],
"z": [
-19.54640158215433,
-19.662184252135848
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.633939669001903,
-7.86714966429507
],
"y": [
-7.929685284593424,
-9.002392504448308
],
"z": [
-19.54640158215433,
-19.58535050468843
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.650236560564647,
-6.529795485599313
],
"y": [
-7.307106392431763,
-7.414662624606532
],
"z": [
-25.633362137358475,
-24.990956958120133
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.650236560564647,
-5.1453308087820275
],
"y": [
-7.307106392431763,
-8.27596796281621
],
"z": [
-25.633362137358475,
-25.705913217633068
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.650236560564647,
-6.01652337948194
],
"y": [
-7.307106392431763,
-7.053960260637096
],
"z": [
-25.633362137358475,
-26.634865218853896
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.449581489712567,
-5.806070622135415
],
"y": [
-4.909513926401633,
-4.537405376985795
],
"z": [
-24.944375599480615,
-25.911683965988452
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.449581489712567,
-6.330151526423638
],
"y": [
-4.909513926401633,
-5.024021931185365
],
"z": [
-24.944375599480615,
-24.304763359692227
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.449581489712567,
-4.802983209786197
],
"y": [
-4.909513926401633,
-4.136083766485928
],
"z": [
-24.944375599480615,
-24.51675217621078
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.371594151996189,
-6.252056499980298
],
"y": [
-5.962737939643379,
-6.278459280900869
],
"z": [
-21.852321477527564,
-20.817569817245314
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.371594151996189,
-5.0307599719892595
],
"y": [
-5.962737939643379,
-4.937799570025474
],
"z": [
-21.852321477527564,
-21.96597947427216
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.371394454867306,
-6.252025716948584
],
"y": [
-8.273640533858037,
-8.589398247295938
],
"z": [
-22.557056612293106,
-21.522292906585562
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.371394454867306,
-5.0309935563790065
],
"y": [
-8.273640533858037,
-9.060508685197902
],
"z": [
-22.557056612293106,
-23.22383256470541
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.252056499980298,
-6.583194254651465
],
"y": [
-6.278459280900869,
-5.486812154373908
],
"z": [
-20.817569817245314,
-20.15091861572165
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.252025716948584,
-6.583965989794965
],
"y": [
-8.589398247295938,
-9.617735246574902
],
"z": [
-21.522292906585562,
-21.407083223066326
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.056343435559887,
-6.09685073064393
],
"y": [
-7.64623855801171,
-8.156557673065596
],
"z": [
-18.1488816630463,
-18.011034718852102
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.056343435559887,
-7.742294807324376
],
"y": [
-7.64623855801171,
-7.996022028281168
],
"z": [
-18.1488816630463,
-17.369269849705407
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.056343435559887,
-6.898638942361014
],
"y": [
-7.64623855801171,
-6.574681309661093
],
"z": [
-18.1488816630463,
-17.983392641258934
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.987505760945636,
-9.685632431179586
],
"y": [
-7.232401190359143,
-7.470668649516876
],
"z": [
-19.662184252135848,
-18.906352747459916
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.685632431179586,
-10.389971382016228
],
"y": [
-7.470668649516876,
-6.225155388142628
],
"z": [
-18.906352747459916,
-18.573876645950016
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.685632431179586,
-9.151887771018007
],
"y": [
-7.470668649516876,
-7.728572183418784
],
"z": [
-18.906352747459916,
-18.089637126848988
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.389971382016228,
-10.490734341185261
],
"y": [
-6.225155388142628,
-6.090520725579939
],
"z": [
-18.573876645950016,
-17.076552588273746
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.389971382016228,
-11.793394040554073
],
"y": [
-6.225155388142628,
-6.2562159665473285
],
"z": [
-18.573876645950016,
-19.179179943456095
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.389971382016228,
-9.837833606140684
],
"y": [
-6.225155388142628,
-5.377373870786418
],
"z": [
-18.573876645950016,
-18.978690646795354
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.490734341185261,
-10.548109224252194
],
"y": [
-6.090520725579939,
-7.077031223691032
],
"z": [
-17.076552588273746,
-16.383592878110406
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.490734341185261,
-10.516546327241965
],
"y": [
-6.090520725579939,
-4.872711270764944
],
"z": [
-17.076552588273746,
-16.513586449736966
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.793394040554073,
-11.698034063192877
],
"y": [
-6.2562159665473285,
-6.3850919055941215
],
"z": [
-19.179179943456095,
-20.598480639944498
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.793394040554073,
-12.344739524250151
],
"y": [
-6.2562159665473285,
-7.104664739690227
],
"z": [
-19.179179943456095,
-18.77340311198312
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.793394040554073,
-12.316015322970536
],
"y": [
-6.2562159665473285,
-5.332464096110392
],
"z": [
-19.179179943456095,
-18.932565919058376
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.698034063192877,
-12.757871555267048
],
"y": [
-6.3850919055941215,
-6.07695179817936
],
"z": [
-20.598480639944498,
-21.044187093967963
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.516546327241965,
-9.788095412972945
],
"y": [
-4.872711270764944,
-4.181047714727219
],
"z": [
-16.513586449736966,
-16.74698481413042
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.561248932310466,
-15.252393215688794
],
"y": [
-6.912200934397342,
-7.944838449180777
],
"z": [
-22.282246901253146,
-22.98620425267106
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.561248932310466,
-13.354722720169464
],
"y": [
-6.912200934397342,
-7.267555061596672
],
"z": [
-22.282246901253146,
-21.747363377765012
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.833197135461257,
-13.354722720169464
],
"y": [
-8.371769824950668,
-7.267555061596672
],
"z": [
-21.821999032018383,
-21.747363377765012
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.252393215688794,
-14.374690222527224
],
"y": [
-7.944838449180777,
-8.414212998422018
],
"z": [
-22.98620425267106,
-24.145635724695097
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.252393215688794,
-16.559139142393885
],
"y": [
-7.944838449180777,
-7.351063436232833
],
"z": [
-22.98620425267106,
-23.507602226428478
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.252393215688794,
-15.532551589214428
],
"y": [
-7.944838449180777,
-9.091624951011635
],
"z": [
-22.98620425267106,
-22.016059796952216
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.374690222527224,
-13.546980887589395
],
"y": [
-8.414212998422018,
-9.065538108515948
],
"z": [
-24.145635724695097,
-23.854102711439495
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.374690222527224,
-13.941776569489987
],
"y": [
-8.414212998422018,
-7.560969803068716
],
"z": [
-24.145635724695097,
-24.681003270029365
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.374690222527224,
-14.967392398054375
],
"y": [
-8.414212998422018,
-8.994296045498093
],
"z": [
-24.145635724695097,
-24.86304652027898
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-16.559139142393885,
-17.169338729617195
],
"y": [
-7.351063436232833,
-6.969154705874889
],
"z": [
-23.507602226428478,
-22.681104679288207
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-16.559139142393885,
-16.36227035439067
],
"y": [
-7.351063436232833,
-6.4977347031331565
],
"z": [
-23.507602226428478,
-24.16691747998829
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-16.559139142393885,
-17.149515621944687
],
"y": [
-7.351063436232833,
-8.087812721651698
],
"z": [
-23.507602226428478,
-24.062001209858302
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.532551589214428,
-14.662935405927199
],
"y": [
-9.091624951011635,
-9.710143119964455
],
"z": [
-22.016059796952216,
-21.78071193008232
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.532551589214428,
-16.278117848800175
],
"y": [
-9.091624951011635,
-9.776182387579473
],
"z": [
-22.016059796952216,
-22.438008287418764
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.532551589214428,
-15.924993027780381
],
"y": [
-9.091624951011635,
-8.712878546069776
],
"z": [
-22.016059796952216,
-21.065058320591692
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.354722720169464,
-12.757871555267048
],
"y": [
-7.267555061596672,
-6.07695179817936
],
"z": [
-21.747363377765012,
-21.044187093967963
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.757871555267048,
-12.607849878202517
],
"y": [
-6.07695179817936,
-5.266014414661507
],
"z": [
-21.044187093967963,
-21.761373252802603
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.757871555267048,
-13.409448470532146
],
"y": [
-6.07695179817936,
-5.751870354778804
],
"z": [
-21.044187093967963,
-20.228837918062194
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.307795341247505,
-9.641187438163783
],
"y": [
-3.7370279719094186,
-2.462068840967454
],
"z": [
-14.382226331940636,
-14.12347860897194
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.307795341247505,
-8.735214476112338
],
"y": [
-3.7370279719094186,
-4.105295648525294
],
"z": [
-14.382226331940636,
-15.651919429205087
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.307795341247505,
-9.577063545851784
],
"y": [
-3.7370279719094186,
-4.550455487162312
],
"z": [
-14.382226331940636,
-13.324748440248008
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.641187438163783,
-10.133837573738317
],
"y": [
-2.462068840967454,
-2.4256473623127097
],
"z": [
-14.12347860897194,
-12.890279886214323
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.133837573738317,
-10.101488188421275
],
"y": [
-2.4256473623127097,
-3.69657225838773
],
"z": [
-12.890279886214323,
-12.387195921247944
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.735214476112338,
-9.788095412972945
],
"y": [
-4.105295648525294,
-4.181047714727219
],
"z": [
-15.651919429205087,
-16.74698481413042
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.735214476112338,
-8.239373801083403
],
"y": [
-4.105295648525294,
-5.074866086470543
],
"z": [
-15.651919429205087,
-15.533969732937962
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.735214476112338,
-7.9686862978174045
],
"y": [
-4.105295648525294,
-3.3633472608360884
],
"z": [
-15.651919429205087,
-15.900560901782033
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.577063545851784,
-10.101488188421275
],
"y": [
-4.550455487162312,
-3.69657225838773
],
"z": [
-13.324748440248008,
-12.387195921247944
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.577063545851784,
-9.382233377504761
],
"y": [
-4.550455487162312,
-5.613605914491602
],
"z": [
-13.324748440248008,
-13.330166407709996
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.101488188421275,
-10.58089301133643
],
"y": [
-3.69657225838773,
-3.991972098632623
],
"z": [
-12.387195921247944,
-11.031016858532048
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.788095412972945,
-9.327951025875679
],
"y": [
-4.181047714727219,
-4.475051529338346
],
"z": [
-16.74698481413042,
-17.695419904169277
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.788095412972945,
-10.280074794664179
],
"y": [
-4.181047714727219,
-3.2134185122308785
],
"z": [
-16.74698481413042,
-16.892512799298277
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.58089301133643,
-10.914915590063542
],
"y": [
-3.991972098632623,
-5.031796379506714
],
"z": [
-11.031016858532048,
-10.961870334359276
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.58089301133643,
-11.420190618098852
],
"y": [
-3.991972098632623,
-3.346984396156236
],
"z": [
-11.031016858532048,
-10.752200053197242
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.58089301133643,
-9.808904263984596
],
"y": [
-3.991972098632623,
-3.8454760580838987
],
"z": [
-11.031016858532048,
-10.327314098091549
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.877573480938693,
-10.987668461070047
],
"y": [
-0.7589896322485856,
-1.8684621005320938
],
"z": [
-8.777780291468058,
-9.644035275563835
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.877573480938693,
-11.843425334254661
],
"y": [
-0.7589896322485856,
0.12157655209620799
],
"z": [
-8.777780291468058,
-9.118817307072774
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.83857711518755,
-9.76516783839689
],
"y": [
-2.49786741069405,
-2.743940281268661
],
"z": [
-8.734012928259716,
-9.500807336187657
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.808904263984596,
-9.76516783839689
],
"y": [
-3.8454760580838987,
-2.743940281268661
],
"z": [
-10.327314098091549,
-9.500807336187657
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.808904263984596,
-9.061414762058837
],
"y": [
-3.8454760580838987,
-4.587816411959425
],
"z": [
-10.327314098091549,
-10.282111702262828
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.987668461070047,
-9.76516783839689
],
"y": [
-1.8684621005320938,
-2.743940281268661
],
"z": [
-9.644035275563835,
-9.500807336187657
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.987668461070047,
-11.084521259287671
],
"y": [
-1.8684621005320938,
-1.5169659371237798
],
"z": [
-9.644035275563835,
-10.675589962716515
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.987668461070047,
-11.87941426750968
],
"y": [
-1.8684621005320938,
-2.439915536518167
],
"z": [
-9.644035275563835,
-9.370975708441517
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.707324148709741,
-9.248843677190154
],
"y": [
-13.659039182303239,
-12.841691267094873
],
"z": [
-6.529616480425772,
-5.737326790514498
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.124729609181788,
-15.014485539818505
],
"y": [
-16.423766118621717,
-15.042916824157007
],
"z": [
-4.264056369891805,
-3.5883578193927432
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.124729609181788,
-14.00541839249667
],
"y": [
-16.423766118621717,
-17.36998399436737
],
"z": [
-4.264056369891805,
-3.8222618115026306
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.124729609181788,
-15.090521088468897
],
"y": [
-16.423766118621717,
-16.260278384965662
],
"z": [
-4.264056369891805,
-5.785554998893697
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.124729609181788,
-16.089850552713695
],
"y": [
-16.423766118621717,
-16.862495833106674
],
"z": [
-4.264056369891805,
-3.98213515397495
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.014485539818505,
-13.68828671849127
],
"y": [
-15.042916824157007,
-14.358108109782098
],
"z": [
-3.5883578193927432,
-3.8123160990486986
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.014485539818505,
-15.828045935296991
],
"y": [
-15.042916824157007,
-14.390878335262784
],
"z": [
-3.5883578193927432,
-3.93352870737349
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.014485539818505,
-15.179406847227224
],
"y": [
-15.042916824157007,
-15.157044934507645
],
"z": [
-3.5883578193927432,
-2.508323214951579
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.68828671849127,
-13.530147476936563
],
"y": [
-14.358108109782098,
-13.526405439401495
],
"z": [
-3.8123160990486986,
-4.909578714999084
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.68828671849127,
-12.652831324282005
],
"y": [
-14.358108109782098,
-14.572572046299442
],
"z": [
-3.8123160990486986,
-2.9163967742563326
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.253381993999545,
-9.943077485113648
],
"y": [
-13.099101526151374,
-12.421755986697544
],
"z": [
-4.223025649731913,
-4.443709505451533
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.253381993999545,
-12.304853151130997
],
"y": [
-13.099101526151374,
-12.892710625206185
],
"z": [
-4.223025649731913,
-5.116193350518104
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.253381993999545,
-11.427380546032756
],
"y": [
-13.099101526151374,
-13.938925645546703
],
"z": [
-4.223025649731913,
-3.123067790369924
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.943077485113648,
-10.040551802780376
],
"y": [
-12.421755986697544,
-10.886554208250365
],
"z": [
-4.443709505451533,
-4.41771649008211
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.943077485113648,
-9.248843677190154
],
"y": [
-12.421755986697544,
-12.841691267094873
],
"z": [
-4.443709505451533,
-5.737326790514498
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.943077485113648,
-9.247047139091753
],
"y": [
-12.421755986697544,
-12.712337032933206
],
"z": [
-4.443709505451533,
-3.6451425934239756
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.00541839249667,
-13.023144287240441
],
"y": [
-17.36998399436737,
-17.067237518687975
],
"z": [
-3.8222618115026306,
-4.198238956561717
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.00541839249667,
-13.959295560053869
],
"y": [
-17.36998399436737,
-17.440503109042663
],
"z": [
-3.8222618115026306,
-2.7305723140754226
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.00541839249667,
-14.19654234771992
],
"y": [
-17.36998399436737,
-18.378363696842648
],
"z": [
-3.8222618115026306,
-4.20683876007818
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.090521088468897,
-15.33535594284412
],
"y": [
-16.260278384965662,
-17.21363914357936
],
"z": [
-5.785554998893697,
-6.267627512130638
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.090521088468897,
-14.105044091022386
],
"y": [
-16.260278384965662,
-15.961627854139103
],
"z": [
-5.785554998893697,
-6.156044456153717
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.090521088468897,
-15.829826988478619
],
"y": [
-16.260278384965662,
-15.526165958575174
],
"z": [
-5.785554998893697,
-6.122676744899338
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.530147476936563,
-12.304853151130997
],
"y": [
-13.526405439401495,
-12.892710625206185
],
"z": [
-4.909578714999084,
-5.116193350518104
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.530147476936563,
-14.34308395132496
],
"y": [
-13.526405439401495,
-13.35218406188722
],
"z": [
-4.909578714999084,
-5.608410554733064
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.652831324282005,
-11.427380546032756
],
"y": [
-14.572572046299442,
-13.938925645546703
],
"z": [
-2.9163967742563326,
-3.123067790369924
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.652831324282005,
-12.777670884369703
],
"y": [
-14.572572046299442,
-15.219307445854742
],
"z": [
-2.9163967742563326,
-2.0528153726506977
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.304853151130997,
-12.18976280555382
],
"y": [
-12.892710625206185,
-12.24235213107569
],
"z": [
-5.116193350518104,
-5.979077613595858
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.427380546032756,
-10.61930084315769
],
"y": [
-13.938925645546703,
-14.109450650132407
],
"z": [
-3.123067790369924,
-2.4167654354167567
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.040551802780376,
-10.50485010689189
],
"y": [
-10.886554208250365,
-10.539514328788334
],
"z": [
-4.41771649008211,
-3.488176799233919
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.040551802780376,
-9.044698310572631
],
"y": [
-10.886554208250365,
-10.435079396235517
],
"z": [
-4.41771649008211,
-4.4892612744748
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.040551802780376,
-10.630641204339677
],
"y": [
-10.886554208250365,
-10.501985852994078
],
"z": [
-4.41771649008211,
-5.256998289183495
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.248843677190154,
-8.306347179702268
],
"y": [
-12.841691267094873,
-12.397529155708101
],
"z": [
-5.737326790514498,
-5.910109498785941
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.306347179702268,
-8.307075428133409
],
"y": [
-12.397529155708101,
-11.933473793730586
],
"z": [
-5.910109498785941,
-7.303877445997442
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.306347179702268,
-8.263907545149339
],
"y": [
-12.397529155708101,
-11.572748229732996
],
"z": [
-5.910109498785941,
-5.330146308948297
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.307075428133409,
-8.355845771338803
],
"y": [
-11.933473793730586,
-10.427768619509944
],
"z": [
-7.303877445997442,
-7.330940002210728
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.307075428133409,
-7.035502054514911
],
"y": [
-11.933473793730586,
-12.415630498132645
],
"z": [
-7.303877445997442,
-8.0021453515356
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.307075428133409,
-9.179491736756265
],
"y": [
-11.933473793730586,
-12.334695237206114
],
"z": [
-7.303877445997442,
-7.819023190175009
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.355845771338803,
-7.863101868485778
],
"y": [
-10.427768619509944,
-9.790917386178094
],
"z": [
-7.330940002210728,
-6.431878295315782
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.355845771338803,
-8.947759742451197
],
"y": [
-10.427768619509944,
-9.794904205413514
],
"z": [
-7.330940002210728,
-8.355526496447474
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.035502054514911,
-6.988533503548062
],
"y": [
-12.415630498132645,
-13.842935379843826
],
"z": [
-8.0021453515356,
-7.975467085784045
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.035502054514911,
-6.1635031301581575
],
"y": [
-12.415630498132645,
-12.013558910316645
],
"z": [
-8.0021453515356,
-7.485949347878296
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.035502054514911,
-7.035834758201329
],
"y": [
-12.415630498132645,
-12.071408388652838
],
"z": [
-8.0021453515356,
-9.035963531223643
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.988533503548062,
-5.839177751926251
],
"y": [
-13.842935379843826,
-14.148793426446703
],
"z": [
-7.975467085784045,
-7.927589219248814
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.947759742451197,
-9.901768348872809
],
"y": [
-9.794904205413514,
-10.060110217428754
],
"z": [
-8.355526496447474,
-8.643705877764258
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.0699142336351315,
-3.502170813416795
],
"y": [
-14.919413998562451,
-15.359549415978975
],
"z": [
-9.25365622610635,
-10.487967707513842
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.0699142336351315,
-5.395732157894541
],
"y": [
-14.919413998562451,
-14.590225607164633
],
"z": [
-9.25365622610635,
-9.297522781492054
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.116188846894596,
-5.395732157894541
],
"y": [
-14.641299810845371,
-14.590225607164633
],
"z": [
-10.285036449748564,
-9.297522781492054
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-3.502170813416795,
-3.6466405654337315
],
"y": [
-15.359549415978975,
-14.238779029814324
],
"z": [
-10.487967707513842,
-11.516538843725865
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-3.502170813416795,
-2.028486431915568
],
"y": [
-15.359549415978975,
-15.667786248845722
],
"z": [
-10.487967707513842,
-10.232519222328175
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-3.502170813416795,
-4.242856572360509
],
"y": [
-15.359549415978975,
-16.61594830015102
],
"z": [
-10.487967707513842,
-10.943637226298243
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-3.6466405654337315,
-4.651446643871537
],
"y": [
-14.238779029814324,
-14.130617073291676
],
"z": [
-11.516538843725865,
-11.932452748152773
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-3.6466405654337315,
-3.3697765680798817
],
"y": [
-14.238779029814324,
-13.270275652135425
],
"z": [
-11.516538843725865,
-11.083636863603573
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-3.6466405654337315,
-2.990320856938115
],
"y": [
-14.238779029814324,
-14.421765108978757
],
"z": [
-11.516538843725865,
-12.375742541967604
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.028486431915568,
-1.9208981937263818
],
"y": [
-15.667786248845722,
-16.43725558606131
],
"z": [
-10.232519222328175,
-9.459448902054312
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.028486431915568,
-1.5047522488748366
],
"y": [
-15.667786248845722,
-14.779704860834425
],
"z": [
-10.232519222328175,
-9.860178244483155
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.028486431915568,
-1.521084408964649
],
"y": [
-15.667786248845722,
-16.014291179901264
],
"z": [
-10.232519222328175,
-11.13870885472279
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.242856572360509,
-5.235293662651372
],
"y": [
-16.61594830015102,
-16.431437507189333
],
"z": [
-10.943637226298243,
-11.362218209019211
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.242856572360509,
-3.6786099868439575
],
"y": [
-16.61594830015102,
-17.127786240722294
],
"z": [
-10.943637226298243,
-11.732418674688532
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.242856572360509,
-4.369912581389874
],
"y": [
-16.61594830015102,
-17.31881304249102
],
"z": [
-10.943637226298243,
-10.111951676018052
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.395732157894541,
-5.839177751926251
],
"y": [
-14.590225607164633,
-14.148793426446703
],
"z": [
-9.297522781492054,
-7.927589219248814
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.839177751926251,
-5.261719296369308
],
"y": [
-14.148793426446703,
-13.273048992565151
],
"z": [
-7.927589219248814,
-7.620839567853279
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.839177751926251,
-5.713750281085545
],
"y": [
-14.148793426446703,
-14.961940310086096
],
"z": [
-7.927589219248814,
-7.207808144764331
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.440787765959987,
-10.645397632305514
],
"y": [
-7.767972771012495,
-7.77132671357124
],
"z": [
-9.33326252136892,
-10.660569951342616
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.440787765959987,
-10.857005081232286
],
"y": [
-7.767972771012495,
-8.882833342740126
],
"z": [
-9.33326252136892,
-8.521203692173259
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.440787765959987,
-9.828797471984661
],
"y": [
-7.767972771012495,
-6.62362835561297
],
"z": [
-9.33326252136892,
-8.922929828272293
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.645397632305514,
-10.168631496266453
],
"y": [
-7.77132671357124,
-6.62616957043341
],
"z": [
-10.660569951342616,
-11.136089602931058
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.168631496266453,
-9.665005384954148
],
"y": [
-6.62616957043341,
-5.9118290987364706
],
"z": [
-11.136089602931058,
-10.084676991013069
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.857005081232286,
-9.901768348872809
],
"y": [
-8.882833342740126,
-10.060110217428754
],
"z": [
-8.521203692173259,
-8.643705877764258
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.857005081232286,
-10.912039653530705
],
"y": [
-8.882833342740126,
-8.544985266605346
],
"z": [
-8.521203692173259,
-7.480690927569211
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.857005081232286,
-11.866722915542555
],
"y": [
-8.882833342740126,
-9.167307792168435
],
"z": [
-8.521203692173259,
-8.836512465756002
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.828797471984661,
-9.665005384954148
],
"y": [
-6.62362835561297,
-5.9118290987364706
],
"z": [
-8.922929828272293,
-10.084676991013069
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.828797471984661,
-9.575115897613061
],
"y": [
-6.62362835561297,
-6.424341090153282
],
"z": [
-8.922929828272293,
-7.891325628663766
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.665005384954148,
-9.061414762058837
],
"y": [
-5.9118290987364706,
-4.587816411959425
],
"z": [
-10.084676991013069,
-10.282111702262828
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.901768348872809,
-10.23461418432673
],
"y": [
-10.060110217428754,
-10.88598562230642
],
"z": [
-8.643705877764258,
-8.007432598866645
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.901768348872809,
-9.85040346637388
],
"y": [
-10.060110217428754,
-10.42418005116716
],
"z": [
-8.643705877764258,
-9.675375972808006
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.061414762058837,
-8.495199059968431
],
"y": [
-4.587816411959425,
-4.561600042527472
],
"z": [
-10.282111702262828,
-11.218393497813768
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.061414762058837,
-8.378344770204468
],
"y": [
-4.587816411959425,
-4.331926369070244
],
"z": [
-10.282111702262828,
-9.46595969915419
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.709071490829025,
-14.14713312223867
],
"y": [
-0.16757081993778122,
0.48895768929347305
],
"z": [
-10.077506917639017,
-9.7473429291547
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.046798201200055,
-11.601812773366513
],
"y": [
2.1752017737138925,
1.4928090155534868
],
"z": [
-8.879202587350225,
-9.203173703285268
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.905424674876627,
-14.14713312223867
],
"y": [
1.860178308505434,
0.48895768929347305
],
"z": [
-9.831673528119724,
-9.7473429291547
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.905424674876627,
-12.632817737591914
],
"y": [
1.860178308505434,
2.362164418225257
],
"z": [
-9.831673528119724,
-9.55955710299404
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.905424674876627,
-14.982675344631918
],
"y": [
1.860178308505434,
2.824316744903795
],
"z": [
-9.831673528119724,
-10.21104499511624
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.14713312223867,
-13.116128158013266
],
"y": [
0.48895768929347305,
-0.38039771337829453
],
"z": [
-9.7473429291547,
-9.390959529445928
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.632817737591914,
-11.601812773366513
],
"y": [
2.362164418225257,
1.4928090155534868
],
"z": [
-9.55955710299404,
-9.203173703285268
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.632817737591914,
-12.443150750535967
],
"y": [
2.362164418225257,
3.431366090372432
],
"z": [
-9.55955710299404,
-9.625169207813252
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.982675344631918,
-15.806194182019809
],
"y": [
2.824316744903795,
2.7839957098781802
],
"z": [
-10.21104499511624,
-9.490551644278245
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.982675344631918,
-14.619531320651236
],
"y": [
2.824316744903795,
3.857798140308793
],
"z": [
-10.21104499511624,
-10.227317769890606
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.982675344631918,
-15.363099510463677
],
"y": [
2.824316744903795,
2.6009668524798517
],
"z": [
-10.21104499511624,
-11.213395307933778
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.601812773366513,
-11.843425334254661
],
"y": [
1.4928090155534868,
0.12157655209620799
],
"z": [
-9.203173703285268,
-9.118817307072774
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.116128158013266,
-11.843425334254661
],
"y": [
-0.38039771337829453,
0.12157655209620799
],
"z": [
-9.390959529445928,
-9.118817307072774
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.116128158013266,
-13.306051041004388
],
"y": [
-0.38039771337829453,
-1.4498909995924665
],
"z": [
-9.390959529445928,
-9.325693081257338
]
}
],
"layout": {
"scene": {
"xaxis": {
"showgrid": false,
"showline": false,
"showticklabels": false
},
"yaxis": {
"showgrid": false,
"showline": false,
"showticklabels": false
},
"zaxis": {
"showgrid": false,
"showline": false,
"showticklabels": false
}
},
"template": {
"data": {
"bar": [
{
"error_x": {
"color": "rgb(36,36,36)"
},
"error_y": {
"color": "rgb(36,36,36)"
},
"marker": {
"line": {
"color": "white",
"width": 0.5
},
"pattern": {
"fillmode": "overlay",
"size": 10,
"solidity": 0.2
}
},
"type": "bar"
}
],
"barpolar": [
{
"marker": {
"line": {
"color": "white",
"width": 0.5
},
"pattern": {
"fillmode": "overlay",
"size": 10,
"solidity": 0.2
}
},
"type": "barpolar"
}
],
"carpet": [
{
"aaxis": {
"endlinecolor": "rgb(36,36,36)",
"gridcolor": "white",
"linecolor": "white",
"minorgridcolor": "white",
"startlinecolor": "rgb(36,36,36)"
},
"baxis": {
"endlinecolor": "rgb(36,36,36)",
"gridcolor": "white",
"linecolor": "white",
"minorgridcolor": "white",
"startlinecolor": "rgb(36,36,36)"
},
"type": "carpet"
}
],
"choropleth": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"type": "choropleth"
}
],
"contour": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "contour"
}
],
"contourcarpet": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"type": "contourcarpet"
}
],
"heatmap": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "heatmap"
}
],
"heatmapgl": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "heatmapgl"
}
],
"histogram": [
{
"marker": {
"line": {
"color": "white",
"width": 0.6
}
},
"type": "histogram"
}
],
"histogram2d": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "histogram2d"
}
],
"histogram2dcontour": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "histogram2dcontour"
}
],
"mesh3d": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"type": "mesh3d"
}
],
"parcoords": [
{
"line": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "parcoords"
}
],
"pie": [
{
"automargin": true,
"type": "pie"
}
],
"scatter": [
{
"fillpattern": {
"fillmode": "overlay",
"size": 10,
"solidity": 0.2
},
"type": "scatter"
}
],
"scatter3d": [
{
"line": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scatter3d"
}
],
"scattercarpet": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scattercarpet"
}
],
"scattergeo": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scattergeo"
}
],
"scattergl": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scattergl"
}
],
"scattermapbox": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scattermapbox"
}
],
"scatterpolar": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scatterpolar"
}
],
"scatterpolargl": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scatterpolargl"
}
],
"scatterternary": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scatterternary"
}
],
"surface": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "surface"
}
],
"table": [
{
"cells": {
"fill": {
"color": "rgb(237,237,237)"
},
"line": {
"color": "white"
}
},
"header": {
"fill": {
"color": "rgb(217,217,217)"
},
"line": {
"color": "white"
}
},
"type": "table"
}
]
},
"layout": {
"annotationdefaults": {
"arrowhead": 0,
"arrowwidth": 1
},
"autotypenumbers": "strict",
"coloraxis": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"colorscale": {
"diverging": [
[
0,
"rgb(103,0,31)"
],
[
0.1,
"rgb(178,24,43)"
],
[
0.2,
"rgb(214,96,77)"
],
[
0.3,
"rgb(244,165,130)"
],
[
0.4,
"rgb(253,219,199)"
],
[
0.5,
"rgb(247,247,247)"
],
[
0.6,
"rgb(209,229,240)"
],
[
0.7,
"rgb(146,197,222)"
],
[
0.8,
"rgb(67,147,195)"
],
[
0.9,
"rgb(33,102,172)"
],
[
1,
"rgb(5,48,97)"
]
],
"sequential": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"sequentialminus": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
]
},
"colorway": [
"#1F77B4",
"#FF7F0E",
"#2CA02C",
"#D62728",
"#9467BD",
"#8C564B",
"#E377C2",
"#7F7F7F",
"#BCBD22",
"#17BECF"
],
"font": {
"color": "rgb(36,36,36)"
},
"geo": {
"bgcolor": "white",
"lakecolor": "white",
"landcolor": "white",
"showlakes": true,
"showland": true,
"subunitcolor": "white"
},
"hoverlabel": {
"align": "left"
},
"hovermode": "closest",
"mapbox": {
"style": "light"
},
"paper_bgcolor": "white",
"plot_bgcolor": "white",
"polar": {
"angularaxis": {
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside"
},
"bgcolor": "white",
"radialaxis": {
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside"
}
},
"scene": {
"xaxis": {
"backgroundcolor": "white",
"gridcolor": "rgb(232,232,232)",
"gridwidth": 2,
"linecolor": "rgb(36,36,36)",
"showbackground": true,
"showgrid": false,
"showline": true,
"ticks": "outside",
"zeroline": false,
"zerolinecolor": "rgb(36,36,36)"
},
"yaxis": {
"backgroundcolor": "white",
"gridcolor": "rgb(232,232,232)",
"gridwidth": 2,
"linecolor": "rgb(36,36,36)",
"showbackground": true,
"showgrid": false,
"showline": true,
"ticks": "outside",
"zeroline": false,
"zerolinecolor": "rgb(36,36,36)"
},
"zaxis": {
"backgroundcolor": "white",
"gridcolor": "rgb(232,232,232)",
"gridwidth": 2,
"linecolor": "rgb(36,36,36)",
"showbackground": true,
"showgrid": false,
"showline": true,
"ticks": "outside",
"zeroline": false,
"zerolinecolor": "rgb(36,36,36)"
}
},
"shapedefaults": {
"fillcolor": "black",
"line": {
"width": 0
},
"opacity": 0.3
},
"ternary": {
"aaxis": {
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside"
},
"baxis": {
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside"
},
"bgcolor": "white",
"caxis": {
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside"
}
},
"title": {
"x": 0.05
},
"xaxis": {
"automargin": true,
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside",
"title": {
"standoff": 15
},
"zeroline": false,
"zerolinecolor": "rgb(36,36,36)"
},
"yaxis": {
"automargin": true,
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside",
"title": {
"standoff": 15
},
"zeroline": false,
"zerolinecolor": "rgb(36,36,36)"
}
}
}
}
},
"text/html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"mol_opt = mol.optimize(inplace=False)\n",
"mol_opt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"As you can see, the structure is different now. The x-shaped branches are further away now, which is why we like to call this molecule the \"X-Wing\" (from Star Wars) :-)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Of course that the call to `optimize` worked so nicely is in part because the molecule is easy to optimize and in part because the default settings are tailored to molecules of this size and complexity. If you have a molecule that is markedly larger of much more branched you may find the output of a blank `optimize`-call to look less pleasing.\n",
"\n",
"So, let's check out how we can customize the optimization procedure abit. To that end we will look at a full custom workflow and in the end circle back to how we can use Biobuild's functions and methods to automate parts of the process."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Custom Optimization\n",
"\n",
"The workflow of setting up a custom optimization workflow is not difficult, but involves a number of decisions we need to make. \n",
"\n",
"1. Decide on a graph representation of the molecule (AtomGraph or ResidueGraph) \n",
"2. Choose bonds around which to rotate when optimizing. \n",
"3. Decide on an environment to use for evaluating conformation candidates\n",
"4. choose an optimization algorithm to solve our environment "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Graphs\n",
"\n",
"Biobuild has two types of graph representations for molecules: the `AtomGraph` (which every molecule uses to handle its connectivity), and the `ResidueGraph`. The ResidueGraph is an abstraction of the molecule with a subset of nodes to approximate residues' shapes. For optimization, AtomGraphs are much more precise than ResidueGraphs (after all, ResidueGraphs are always missing some atoms) and thus it is more likely that you may find some clashes in optimized structures that worked with the Residuegraph than with an AtomGraph. However, the ResidueGraph is faster to compute. In most cases a ResidueGraph representation will suffice for getting a good result! First try with a ResidueGraph, you can always switch later on..."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"In our example X-Wing molecule we will use a ResidueGraph. "
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.plotly.v1+json": {
"config": {
"plotlyServerURL": "https://plot.ly"
},
"data": [
{
"customdata": [
[
"('H_SER', 2, ' ')",
2,
-1,
"A"
],
[
"('H_SER', 7, ' ')",
7,
-1,
"A"
]
],
"hovertemplate": "element_or_resname=Ser
x=%{x}
y=%{y}
z=%{z}
id=%{customdata[0]}
serial=%{customdata[1]}
parent_serial=%{customdata[2]}
parent_id=%{customdata[3]}",
"legendgroup": "Ser",
"marker": {
"color": "#1F77B4",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "Ser",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-6.932635307312012,
-14.476563453674316
],
"y": [
-7.076478481292725,
-9.793251037597656
],
"z": [
-13.62278938293457,
-8.236287117004395
]
},
{
"customdata": [
[
"('H_TBA', 3, ' ')",
3,
-1,
"A"
],
[
"('H_TBA', 8, ' ')",
8,
-1,
"A"
]
],
"hovertemplate": "element_or_resname=Tba
x=%{x}
y=%{y}
z=%{z}
id=%{customdata[0]}
serial=%{customdata[1]}
parent_serial=%{customdata[2]}
parent_id=%{customdata[3]}",
"legendgroup": "Tba",
"marker": {
"color": "#FF7F0E",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "Tba",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-8.117510795593262,
-16.807607650756836
],
"y": [
-4.299488544464111,
-12.447105407714844
],
"z": [
-18.966272354125977,
-13.25542163848877
]
},
{
"customdata": [
[
"('H_TRZ', 4, ' ')",
4,
-1,
"A"
],
[
"('H_TRZ', 9, ' ')",
9,
-1,
"A"
]
],
"hovertemplate": "element_or_resname=Trz
x=%{x}
y=%{y}
z=%{z}
id=%{customdata[0]}
serial=%{customdata[1]}
parent_serial=%{customdata[2]}
parent_id=%{customdata[3]}",
"legendgroup": "Trz",
"marker": {
"color": "#2CA02C",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "Trz",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-5.944228172302246,
-10.233783721923828
],
"y": [
-5.422630786895752,
-6.8642191886901855
],
"z": [
-8.727152824401855,
-7.222455024719238
]
},
{
"customdata": [
[
"('H_HAC', 5, ' ')",
5,
-1,
"A"
]
],
"hovertemplate": "element_or_resname=Hac
x=%{x}
y=%{y}
z=%{z}
id=%{customdata[0]}
serial=%{customdata[1]}
parent_serial=%{customdata[2]}
parent_id=%{customdata[3]}",
"legendgroup": "Hac",
"marker": {
"color": "#D62728",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "Hac",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-5.527961730957031
],
"y": [
-6.1237874031066895
],
"z": [
-4.691349983215332
]
},
{
"customdata": [
[
"('H_CBZ', 10, ' ')",
10,
-1,
"A"
]
],
"hovertemplate": "element_or_resname=Cbz
x=%{x}
y=%{y}
z=%{z}
id=%{customdata[0]}
serial=%{customdata[1]}
parent_serial=%{customdata[2]}
parent_id=%{customdata[3]}",
"legendgroup": "Cbz",
"marker": {
"color": "#9467BD",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "Cbz",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-2.7834696769714355
],
"y": [
-2.487184524536133
],
"z": [
-3.890226364135742
]
},
{
"customdata": [
[
"('H_PRP', 1, ' ')",
1,
-1,
"A"
],
[
"('H_PRP', 6, ' ')",
6,
-1,
"A"
]
],
"hovertemplate": "element_or_resname=Prp
x=%{x}
y=%{y}
z=%{z}
id=%{customdata[0]}
serial=%{customdata[1]}
parent_serial=%{customdata[2]}
parent_id=%{customdata[3]}",
"legendgroup": "Prp",
"marker": {
"color": "#8C564B",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "Prp",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-1.8578537702560425,
-19.052013397216797
],
"y": [
-8.960536003112793,
-6.1828179359436035
],
"z": [
-15.788352012634277,
-8.085393905639648
]
},
{
"customdata": [
[
"N",
32,
2,
"('H_SER', 2, ' ')"
],
[
"N1",
79,
5,
"('H_HAC', 5, ' ')"
],
[
"N",
115,
7,
"('H_SER', 7, ' ')"
],
[
"N2",
64,
4,
"('H_TRZ', 4, ' ')"
],
[
"N4A",
63,
4,
"('H_TRZ', 4, ' ')"
],
[
"N2",
147,
9,
"('H_TRZ', 9, ' ')"
],
[
"N4A",
146,
9,
"('H_TRZ', 9, ' ')"
]
],
"hovertemplate": "element_or_resname=N
x=%{x}
y=%{y}
z=%{z}
id=%{customdata[0]}
serial=%{customdata[1]}
parent_serial=%{customdata[2]}
parent_id=%{customdata[3]}",
"legendgroup": "N",
"marker": {
"color": "blue",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "N",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-6.29551727599556,
-7.091877644366604,
-16.110195576090252,
-6.2000498025101125,
-5.504421495391571,
-8.76683659683621,
-9.986183652909304
],
"y": [
-8.324621375409697,
-6.420718774929571,
-9.745063171702432,
-4.1543550483611495,
-4.312670043408051,
-6.571418542262295,
-6.363869889555703
],
"z": [
-14.612091476763542,
-5.615359386879975,
-7.71530959667165,
-7.785103359868424,
-8.905749330136778,
-7.820479426330753,
-8.305171167136757
]
},
{
"customdata": [
[
"CA",
33,
2,
"('H_SER', 2, ' ')"
],
[
"C",
34,
2,
"('H_SER', 2, ' ')"
],
[
"C2",
80,
5,
"('H_HAC', 5, ' ')"
],
[
"C2",
50,
3,
"('H_TBA', 3, ' ')"
],
[
"C3",
69,
4,
"('H_TRZ', 4, ' ')"
],
[
"C5",
168,
10,
"('H_CBZ', 10, ' ')"
],
[
"C7",
14,
1,
"('H_PRP', 1, ' ')"
],
[
"C2",
67,
4,
"('H_TRZ', 4, ' ')"
],
[
"CA",
116,
7,
"('H_SER', 7, ' ')"
],
[
"CB",
119,
7,
"('H_SER', 7, ' ')"
],
[
"C3",
152,
9,
"('H_TRZ', 9, ' ')"
],
[
"C7",
97,
6,
"('H_PRP', 6, ' ')"
],
[
"C5",
151,
9,
"('H_TRZ', 9, ' ')"
],
[
"C2",
150,
9,
"('H_TRZ', 9, ' ')"
],
[
"CB",
36,
2,
"('H_SER', 2, ' ')"
],
[
"C",
117,
7,
"('H_SER', 7, ' ')"
],
[
"C5",
68,
4,
"('H_TRZ', 4, ' ')"
],
[
"C2",
133,
8,
"('H_TBA', 8, ' ')"
]
],
"hovertemplate": "element_or_resname=C
x=%{x}
y=%{y}
z=%{z}
id=%{customdata[0]}
serial=%{customdata[1]}
parent_serial=%{customdata[2]}
parent_id=%{customdata[3]}",
"legendgroup": "C",
"marker": {
"color": "darkslategray",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "C",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-6.484495182820301,
-6.8510833635587,
-5.256125746359953,
-8.05435617928029,
-7.396268359823384,
-3.4992947785770676,
-5.300519482973502,
-6.601887263660001,
-14.872198824680957,
-14.592398526307889,
-7.7163573866256145,
-16.776665339140255,
-12.849356456620264,
-8.893856234740223,
-7.605523703593531,
-13.726056776309555,
-5.58589960049206,
-15.329340565155523
],
"y": [
-7.034423547924353,
-7.273254652717497,
-5.112633302203958,
-5.260067671262954,
-5.556493810934703,
-4.002988177478578,
-8.339236508791736,
-5.390768555523139,
-9.48954174626213,
-10.66355658736558,
-7.266731973990479,
-8.961281562420988,
-7.652854699509973,
-6.960433204201658,
-6.256845164847026,
-9.332853555312745,
-5.90746282579658,
-11.595172901986809
],
"z": [
-13.935619809445356,
-12.493804353457248,
-4.788397153758535,
-16.42682272464779,
-6.137936457691223,
-3.9817620273255856,
-14.96592658384531,
-7.361785105922296,
-8.463647651724978,
-9.401918905627166,
-5.693715826262874,
-7.953926312637588,
-8.309016397568476,
-6.515901466075816,
-14.62527110813465,
-7.498211887019732,
-11.60931224407658,
-11.142496873894778
]
},
{
"customdata": [
[
"OXT",
38,
2,
"('H_SER', 2, ' ')"
],
[
"O2",
77,
5,
"('H_HAC', 5, ' ')"
],
[
"OG",
37,
2,
"('H_SER', 2, ' ')"
],
[
"OG",
120,
7,
"('H_SER', 7, ' ')"
],
[
"OXT",
121,
7,
"('H_SER', 7, ' ')"
],
[
"O",
35,
2,
"('H_SER', 2, ' ')"
],
[
"O1",
44,
3,
"('H_TBA', 3, ' ')"
],
[
"O7",
1,
1,
"('H_PRP', 1, ' ')"
],
[
"O7",
84,
6,
"('H_PRP', 6, ' ')"
],
[
"O",
118,
7,
"('H_SER', 7, ' ')"
],
[
"O1",
127,
8,
"('H_TBA', 8, ' ')"
]
],
"hovertemplate": "element_or_resname=O
x=%{x}
y=%{y}
z=%{z}
id=%{customdata[0]}
serial=%{customdata[1]}
parent_serial=%{customdata[2]}
parent_id=%{customdata[3]}",
"legendgroup": "O",
"marker": {
"color": "red",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "O",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-6.501710528555207,
-4.082274210734481,
-7.258685951025028,
-15.679399721963936,
-12.688302653180408,
-7.458439089840364,
-6.820777689589337,
-4.9755862056802895,
-17.328595859004214,
-13.74096257878518,
-17.545385655650907
],
"y": [
-6.378662051167584,
-5.221113984603245,
-6.031455429257255,
-10.812976272785804,
-8.5424547874142,
-8.268391531299558,
-5.517745278778927,
-7.667659210379725,
-8.924253126658737,
-9.917558743965374,
-11.254479233356468
],
"z": [
-11.556627902934839,
-4.011382177161617,
-15.992392185612431,
-10.316369100143662,
-7.812843683939439,
-12.181539058173222,
-18.497750412993433,
-15.940291611730196,
-9.049365268576114,
-6.442472497106084,
-12.06441178919146
]
},
{
"customdata": [
[
"HA",
40,
2,
"('H_SER', 2, ' ')"
],
[
"HB3",
42,
2,
"('H_SER', 2, ' ')"
],
[
"HB2",
41,
2,
"('H_SER', 2, ' ')"
],
[
"H2",
39,
2,
"('H_SER', 2, ' ')"
],
[
"H21",
60,
3,
"('H_TBA', 3, ' ')"
],
[
"H22",
61,
3,
"('H_TBA', 3, ' ')"
],
[
"H42",
52,
3,
"('H_TBA', 3, ' ')"
],
[
"H52",
55,
3,
"('H_TBA', 3, ' ')"
],
[
"H51",
54,
3,
"('H_TBA', 3, ' ')"
],
[
"H41",
51,
3,
"('H_TBA', 3, ' ')"
],
[
"H63",
59,
3,
"('H_TBA', 3, ' ')"
],
[
"H61",
57,
3,
"('H_TBA', 3, ' ')"
],
[
"H43",
53,
3,
"('H_TBA', 3, ' ')"
],
[
"H53",
56,
3,
"('H_TBA', 3, ' ')"
],
[
"H62",
58,
3,
"('H_TBA', 3, ' ')"
],
[
"H33",
76,
4,
"('H_TRZ', 4, ' ')"
],
[
"H42",
71,
4,
"('H_TRZ', 4, ' ')"
],
[
"H31",
75,
4,
"('H_TRZ', 4, ' ')"
],
[
"H1",
72,
4,
"('H_TRZ', 4, ' ')"
],
[
"H41",
70,
4,
"('H_TRZ', 4, ' ')"
],
[
"H53",
74,
4,
"('H_TRZ', 4, ' ')"
],
[
"H52",
73,
4,
"('H_TRZ', 4, ' ')"
],
[
"H21",
82,
5,
"('H_HAC', 5, ' ')"
],
[
"H6",
170,
10,
"('H_CBZ', 10, ' ')"
],
[
"H71",
171,
10,
"('H_CBZ', 10, ' ')"
],
[
"H73",
173,
10,
"('H_CBZ', 10, ' ')"
],
[
"H72",
172,
10,
"('H_CBZ', 10, ' ')"
],
[
"H3",
169,
10,
"('H_CBZ', 10, ' ')"
],
[
"H91",
29,
1,
"('H_PRP', 1, ' ')"
],
[
"H93",
31,
1,
"('H_PRP', 1, ' ')"
],
[
"H92",
30,
1,
"('H_PRP', 1, ' ')"
],
[
"H111",
16,
1,
"('H_PRP', 1, ' ')"
],
[
"H6",
25,
1,
"('H_PRP', 1, ' ')"
],
[
"H112",
17,
1,
"('H_PRP', 1, ' ')"
],
[
"H5",
27,
1,
"('H_PRP', 1, ' ')"
],
[
"H3",
28,
1,
"('H_PRP', 1, ' ')"
],
[
"H8",
18,
1,
"('H_PRP', 1, ' ')"
],
[
"H2",
26,
1,
"('H_PRP', 1, ' ')"
],
[
"H133",
24,
1,
"('H_PRP', 1, ' ')"
],
[
"H10",
15,
1,
"('H_PRP', 1, ' ')"
],
[
"H122",
20,
1,
"('H_PRP', 1, ' ')"
],
[
"H131",
22,
1,
"('H_PRP', 1, ' ')"
],
[
"H132",
23,
1,
"('H_PRP', 1, ' ')"
],
[
"H123",
21,
1,
"('H_PRP', 1, ' ')"
],
[
"H121",
19,
1,
"('H_PRP', 1, ' ')"
],
[
"H33",
159,
9,
"('H_TRZ', 9, ' ')"
],
[
"H1",
155,
9,
"('H_TRZ', 9, ' ')"
],
[
"H32",
158,
9,
"('H_TRZ', 9, ' ')"
],
[
"H41",
153,
9,
"('H_TRZ', 9, ' ')"
],
[
"H42",
154,
9,
"('H_TRZ', 9, ' ')"
],
[
"H52",
156,
9,
"('H_TRZ', 9, ' ')"
],
[
"H53",
157,
9,
"('H_TRZ', 9, ' ')"
],
[
"H3",
111,
6,
"('H_PRP', 6, ' ')"
],
[
"H91",
112,
6,
"('H_PRP', 6, ' ')"
],
[
"H2",
109,
6,
"('H_PRP', 6, ' ')"
],
[
"H8",
101,
6,
"('H_PRP', 6, ' ')"
],
[
"H112",
100,
6,
"('H_PRP', 6, ' ')"
],
[
"H92",
113,
6,
"('H_PRP', 6, ' ')"
],
[
"H122",
103,
6,
"('H_PRP', 6, ' ')"
],
[
"H111",
99,
6,
"('H_PRP', 6, ' ')"
],
[
"H93",
114,
6,
"('H_PRP', 6, ' ')"
],
[
"H6",
108,
6,
"('H_PRP', 6, ' ')"
],
[
"H10",
98,
6,
"('H_PRP', 6, ' ')"
],
[
"H123",
104,
6,
"('H_PRP', 6, ' ')"
],
[
"H121",
102,
6,
"('H_PRP', 6, ' ')"
],
[
"H5",
110,
6,
"('H_PRP', 6, ' ')"
],
[
"H133",
107,
6,
"('H_PRP', 6, ' ')"
],
[
"H131",
105,
6,
"('H_PRP', 6, ' ')"
],
[
"H132",
106,
6,
"('H_PRP', 6, ' ')"
],
[
"H2",
122,
7,
"('H_SER', 7, ' ')"
],
[
"HA",
123,
7,
"('H_SER', 7, ' ')"
],
[
"HB2",
124,
7,
"('H_SER', 7, ' ')"
],
[
"HB3",
125,
7,
"('H_SER', 7, ' ')"
],
[
"H22",
144,
8,
"('H_TBA', 8, ' ')"
],
[
"H21",
143,
8,
"('H_TBA', 8, ' ')"
],
[
"H61",
140,
8,
"('H_TBA', 8, ' ')"
],
[
"H63",
142,
8,
"('H_TBA', 8, ' ')"
],
[
"H41",
134,
8,
"('H_TBA', 8, ' ')"
],
[
"H62",
141,
8,
"('H_TBA', 8, ' ')"
],
[
"H51",
137,
8,
"('H_TBA', 8, ' ')"
],
[
"H52",
138,
8,
"('H_TBA', 8, ' ')"
],
[
"H42",
135,
8,
"('H_TBA', 8, ' ')"
],
[
"H43",
136,
8,
"('H_TBA', 8, ' ')"
],
[
"H53",
139,
8,
"('H_TBA', 8, ' ')"
]
],
"hovertemplate": "element_or_resname=H
x=%{x}
y=%{y}
z=%{z}
id=%{customdata[0]}
serial=%{customdata[1]}
parent_serial=%{customdata[2]}
parent_id=%{customdata[3]}",
"legendgroup": "H",
"marker": {
"color": "lightgray",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "H",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-5.559630514828206,
-7.745899458756997,
-8.530172928843527,
-6.360574649001399,
-7.97570165036053,
-9.056858672608836,
-6.857400952725979,
-9.467709710258582,
-10.539796104763006,
-6.251156962904825,
-9.479879547635623,
-7.744534974406924,
-7.000977142050746,
-9.473596137021147,
-8.740260274374144,
-7.284929170160523,
-3.8159060927790023,
-8.45788081060348,
-6.243689790251541,
-4.593567004320414,
-5.7677344289193995,
-5.04415516211819,
-4.99758213515391,
-3.7795321657383636,
-0.7824417154321639,
-2.3749465900858473,
-1.340984649817699,
-2.031174533292355,
-3.7574550155465634,
-4.081274080222872,
-5.424114316316589,
1.640664598776468,
-0.3105010100046912,
1.4472473582763694,
-2.5871744387369917,
-3.026417667367075,
-4.793109365941633,
-0.7465538776113112,
1.208656962770653,
2.1254757908763056,
0.4425701171455776,
0.8632623440752507,
-0.418040314540872,
0.395685340242788,
-0.8623373581192544,
-8.001280241822066,
-10.74363777296185,
-7.137428525170766,
-12.761035656402765,
-12.441542202818049,
-13.927988490696922,
-12.389017382224733,
-19.4230097007694,
-15.771302126242194,
-21.021857826977072,
-17.417611152195562,
-21.31201536767885,
-15.002366173626275,
-23.04305625126379,
-20.238327111496773,
-15.122637719368473,
-18.37216757925191,
-22.518846823329106,
-23.409145619608356,
-21.97269802245281,
-16.77198219211719,
-20.474840585886216,
-21.84784809376377,
-20.49024788633329,
-15.883345507103922,
-14.98339197685706,
-14.481297988899218,
-13.674081005942298,
-15.076190601453035,
-14.45815340710201,
-18.876238015943663,
-17.942739428791914,
-18.0528529855946,
-18.878213791331245,
-16.057850407724125,
-15.458376298997312,
-16.47927179626685,
-17.88735550668807,
-17.04894420173385
],
"y": [
-6.460287244525626,
-5.299850707144906,
-6.832166803044646,
-9.037173286242911,
-4.328193586701772,
-5.684711766252162,
-2.408235864777196,
-1.8402141153382106,
-3.148426261801264,
-3.855309294808089,
-5.58936169134333,
-5.677780493151073,
-2.6030932355487764,
-2.4088349567629894,
-4.74501611940463,
-4.6984779961730005,
-5.617876215062152,
-5.660005742099428,
-7.423289680833238,
-7.195650509572607,
-4.841841572920865,
-6.3072637417305915,
-4.761428489465384,
-3.8390740115251676,
-0.1532093733966967,
0.6142167645545468,
0.1954422611065463,
-1.647897127011561,
-9.569075005202803,
-7.872848826971179,
-8.997279907730999,
-8.636991097771824,
-7.223076473319632,
-10.32166291291072,
-7.189960680590061,
-11.376060905750066,
-10.265753523487287,
-11.401557602320226,
-6.85527194335149,
-9.10037927523434,
-10.973159964671364,
-7.246363172604829,
-7.385174853124203,
-9.74912942681136,
-9.762656819517586,
-7.572708523256274,
-7.249147876050233,
-8.079702576134848,
-6.400880064907122,
-5.538858379169838,
-7.526540381088234,
-7.734280740279354,
-7.4228083803706735,
-6.677406025962506,
-5.66134969817827,
-8.527466798672181,
-3.4809320378457937,
-8.203568623680992,
-5.340826806579958,
-2.917649669979259,
-6.884379254218319,
-4.318619804943783,
-3.412874706740645,
-5.676426563160957,
-6.3854931302131535,
-6.076634434185046,
-3.6674405860529586,
-4.657030211907408,
-5.41731199627357,
-9.644929720637943,
-8.575964602117304,
-11.576831585040175,
-10.474228717183335,
-12.54121728518103,
-11.18452146065118,
-12.882220817663718,
-14.362474509205185,
-11.01779154664868,
-14.064848601218053,
-14.86727289325073,
-13.524866477450098,
-11.078398207697287,
-11.880203126563213,
-14.226605651934795
],
"z": [
-13.98518644156334,
-14.12354881912437,
-14.57496382370997,
-13.900431928534534,
-15.86122031517301,
-16.32838064288982,
-19.122138281895303,
-19.464457902298335,
-19.933976381769632,
-19.923262905723792,
-20.278919870958116,
-20.562199746086232,
-20.87737848566087,
-21.14842533923925,
-21.650177576777004,
-5.467428540911686,
-10.393343668192742,
-6.382581393169616,
-8.268477614555714,
-10.186391301106458,
-11.78514119672771,
-12.472082440078566,
-5.79181405147045,
-1.8495845105515232,
-3.128467398887062,
-3.398667485847621,
-4.762638919323706,
-5.948723821411919,
-12.129961878121737,
-12.534831259075524,
-12.331002151858055,
-15.784996909276584,
-15.25299569511457,
-16.189255819325517,
-14.3465882904801,
-15.30893230434311,
-14.313977486735537,
-16.216882748268596,
-17.434268429434606,
-18.178744348962464,
-18.49542638602283,
-19.119744118306258,
-17.92281257708318,
-19.76616719361536,
-18.536051459201538,
-4.6821004161953415,
-5.260317554457878,
-6.142972204541041,
-6.5501490203737065,
-8.0640182506691,
-8.444285935991973,
-9.29946383002983,
-5.686448374975214,
-5.564490430652516,
-6.289566083429557,
-6.00585966196045,
-7.357876468141853,
-6.038500215466935,
-7.9024279887464175,
-8.610418332746528,
-7.202280960616747,
-9.412888501132322,
-9.467027524215345,
-9.596117015034256,
-8.868221607633675,
-8.817317992985565,
-10.947751267654517,
-11.44639026102862,
-10.626302713783968,
-6.737079389522634,
-9.04715162309563,
-8.817036482220578,
-9.95700168266303,
-10.65676050413842,
-11.659101422240628,
-12.91304549687702,
-12.720911282163591,
-14.256831203446119,
-14.196245259921328,
-14.562906629530982,
-15.521974754214257,
-15.046465943835875,
-15.763306809390306,
-15.891794328841957
]
},
{
"customdata": [
[
"Cl1",
160,
10,
"('H_CBZ', 10, ' ')"
],
[
"Cl4",
161,
10,
"('H_CBZ', 10, ' ')"
]
],
"hovertemplate": "element_or_resname=Cl
x=%{x}
y=%{y}
z=%{z}
id=%{customdata[0]}
serial=%{customdata[1]}
parent_serial=%{customdata[2]}
parent_id=%{customdata[3]}",
"legendgroup": "Cl",
"marker": {
"color": "green",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "Cl",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-2.692940152137251,
-3.1067344508493138
],
"y": [
-1.3339581037740713,
-4.132113583371118
],
"z": [
-1.1230940049627194,
-6.689507184951646
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-6.932635307312012,
-6.484495182820301
],
"y": [
-7.076478481292725,
-7.034423547924353
],
"z": [
-13.62278938293457,
-13.935619809445356
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-6.932635307312012,
-6.8510833635587
],
"y": [
-7.076478481292725,
-7.273254652717497
],
"z": [
-13.62278938293457,
-12.493804353457248
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-6.932635307312012,
-7.605523703593531
],
"y": [
-7.076478481292725,
-6.256845164847026
],
"z": [
-13.62278938293457,
-14.62527110813465
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-6.932635307312012,
-7.458439089840364
],
"y": [
-7.076478481292725,
-8.268391531299558
],
"z": [
-13.62278938293457,
-12.181539058173222
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-6.932635307312012,
-5.559630514828206
],
"y": [
-7.076478481292725,
-6.460287244525626
],
"z": [
-13.62278938293457,
-13.98518644156334
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-6.932635307312012,
-7.745899458756997
],
"y": [
-7.076478481292725,
-5.299850707144906
],
"z": [
-13.62278938293457,
-14.12354881912437
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-6.932635307312012,
-8.530172928843527
],
"y": [
-7.076478481292725,
-6.832166803044646
],
"z": [
-13.62278938293457,
-14.57496382370997
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-6.932635307312012,
-6.360574649001399
],
"y": [
-7.076478481292725,
-9.037173286242911
],
"z": [
-13.62278938293457,
-13.900431928534534
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-8.117510795593262,
-8.05435617928029
],
"y": [
-4.299488544464111,
-5.260067671262954
],
"z": [
-18.966272354125977,
-16.42682272464779
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-8.117510795593262,
-7.97570165036053
],
"y": [
-4.299488544464111,
-4.328193586701772
],
"z": [
-18.966272354125977,
-15.86122031517301
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-8.117510795593262,
-9.056858672608836
],
"y": [
-4.299488544464111,
-5.684711766252162
],
"z": [
-18.966272354125977,
-16.32838064288982
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-8.117510795593262,
-6.820777689589337
],
"y": [
-4.299488544464111,
-5.517745278778927
],
"z": [
-18.966272354125977,
-18.497750412993433
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-8.117510795593262,
-6.857400952725979
],
"y": [
-4.299488544464111,
-2.408235864777196
],
"z": [
-18.966272354125977,
-19.122138281895303
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-8.117510795593262,
-9.467709710258582
],
"y": [
-4.299488544464111,
-1.8402141153382106
],
"z": [
-18.966272354125977,
-19.464457902298335
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-8.117510795593262,
-10.539796104763006
],
"y": [
-4.299488544464111,
-3.148426261801264
],
"z": [
-18.966272354125977,
-19.933976381769632
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-8.117510795593262,
-6.251156962904825
],
"y": [
-4.299488544464111,
-3.855309294808089
],
"z": [
-18.966272354125977,
-19.923262905723792
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-8.117510795593262,
-9.479879547635623
],
"y": [
-4.299488544464111,
-5.58936169134333
],
"z": [
-18.966272354125977,
-20.278919870958116
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-8.117510795593262,
-7.744534974406924
],
"y": [
-4.299488544464111,
-5.677780493151073
],
"z": [
-18.966272354125977,
-20.562199746086232
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-8.117510795593262,
-7.000977142050746
],
"y": [
-4.299488544464111,
-2.6030932355487764
],
"z": [
-18.966272354125977,
-20.87737848566087
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-8.117510795593262,
-9.473596137021147
],
"y": [
-4.299488544464111,
-2.4088349567629894
],
"z": [
-18.966272354125977,
-21.14842533923925
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-8.117510795593262,
-8.740260274374144
],
"y": [
-4.299488544464111,
-4.74501611940463
],
"z": [
-18.966272354125977,
-21.650177576777004
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-5.944228172302246,
-5.58589960049206
],
"y": [
-5.422630786895752,
-5.90746282579658
],
"z": [
-8.727152824401855,
-11.60931224407658
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-5.944228172302246,
-6.601887263660001
],
"y": [
-5.422630786895752,
-5.390768555523139
],
"z": [
-8.727152824401855,
-7.361785105922296
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-5.944228172302246,
-7.284929170160523
],
"y": [
-5.422630786895752,
-4.6984779961730005
],
"z": [
-8.727152824401855,
-5.467428540911686
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-5.944228172302246,
-3.8159060927790023
],
"y": [
-5.422630786895752,
-5.617876215062152
],
"z": [
-8.727152824401855,
-10.393343668192742
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-5.944228172302246,
-6.2000498025101125
],
"y": [
-5.422630786895752,
-4.1543550483611495
],
"z": [
-8.727152824401855,
-7.785103359868424
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-5.944228172302246,
-8.45788081060348
],
"y": [
-5.422630786895752,
-5.660005742099428
],
"z": [
-8.727152824401855,
-6.382581393169616
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-5.944228172302246,
-6.243689790251541
],
"y": [
-5.422630786895752,
-7.423289680833238
],
"z": [
-8.727152824401855,
-8.268477614555714
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-5.944228172302246,
-5.504421495391571
],
"y": [
-5.422630786895752,
-4.312670043408051
],
"z": [
-8.727152824401855,
-8.905749330136778
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-5.944228172302246,
-4.593567004320414
],
"y": [
-5.422630786895752,
-7.195650509572607
],
"z": [
-8.727152824401855,
-10.186391301106458
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-5.944228172302246,
-5.7677344289193995
],
"y": [
-5.422630786895752,
-4.841841572920865
],
"z": [
-8.727152824401855,
-11.78514119672771
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-5.944228172302246,
-5.04415516211819
],
"y": [
-5.422630786895752,
-6.3072637417305915
],
"z": [
-8.727152824401855,
-12.472082440078566
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-5.527961730957031,
-5.256125746359953
],
"y": [
-6.1237874031066895,
-5.112633302203958
],
"z": [
-4.691349983215332,
-4.788397153758535
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-5.527961730957031,
-7.091877644366604
],
"y": [
-6.1237874031066895,
-6.420718774929571
],
"z": [
-4.691349983215332,
-5.615359386879975
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-5.527961730957031,
-4.99758213515391
],
"y": [
-6.1237874031066895,
-4.761428489465384
],
"z": [
-4.691349983215332,
-5.79181405147045
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-2.7834696769714355,
-3.4992947785770676
],
"y": [
-2.487184524536133,
-4.002988177478578
],
"z": [
-3.890226364135742,
-3.9817620273255856
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-2.7834696769714355,
-2.692940152137251
],
"y": [
-2.487184524536133,
-1.3339581037740713
],
"z": [
-3.890226364135742,
-1.1230940049627194
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-2.7834696769714355,
-3.7795321657383636
],
"y": [
-2.487184524536133,
-3.8390740115251676
],
"z": [
-3.890226364135742,
-1.8495845105515232
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-2.7834696769714355,
-0.7824417154321639
],
"y": [
-2.487184524536133,
-0.1532093733966967
],
"z": [
-3.890226364135742,
-3.128467398887062
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-2.7834696769714355,
-2.3749465900858473
],
"y": [
-2.487184524536133,
0.6142167645545468
],
"z": [
-3.890226364135742,
-3.398667485847621
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-2.7834696769714355,
-1.340984649817699
],
"y": [
-2.487184524536133,
0.1954422611065463
],
"z": [
-3.890226364135742,
-4.762638919323706
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-2.7834696769714355,
-2.031174533292355
],
"y": [
-2.487184524536133,
-1.647897127011561
],
"z": [
-3.890226364135742,
-5.948723821411919
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-2.7834696769714355,
-3.1067344508493138
],
"y": [
-2.487184524536133,
-4.132113583371118
],
"z": [
-3.890226364135742,
-6.689507184951646
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-1.8578537702560425,
-5.300519482973502
],
"y": [
-8.960536003112793,
-8.339236508791736
],
"z": [
-15.788352012634277,
-14.96592658384531
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-1.8578537702560425,
-3.7574550155465634
],
"y": [
-8.960536003112793,
-9.569075005202803
],
"z": [
-15.788352012634277,
-12.129961878121737
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-1.8578537702560425,
-4.081274080222872
],
"y": [
-8.960536003112793,
-7.872848826971179
],
"z": [
-15.788352012634277,
-12.534831259075524
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-1.8578537702560425,
-5.424114316316589
],
"y": [
-8.960536003112793,
-8.997279907730999
],
"z": [
-15.788352012634277,
-12.331002151858055
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-1.8578537702560425,
1.640664598776468
],
"y": [
-8.960536003112793,
-8.636991097771824
],
"z": [
-15.788352012634277,
-15.784996909276584
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-1.8578537702560425,
-0.3105010100046912
],
"y": [
-8.960536003112793,
-7.223076473319632
],
"z": [
-15.788352012634277,
-15.25299569511457
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-1.8578537702560425,
1.4472473582763694
],
"y": [
-8.960536003112793,
-10.32166291291072
],
"z": [
-15.788352012634277,
-16.189255819325517
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-1.8578537702560425,
-2.5871744387369917
],
"y": [
-8.960536003112793,
-7.189960680590061
],
"z": [
-15.788352012634277,
-14.3465882904801
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-1.8578537702560425,
-3.026417667367075
],
"y": [
-8.960536003112793,
-11.376060905750066
],
"z": [
-15.788352012634277,
-15.30893230434311
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-1.8578537702560425,
-4.793109365941633
],
"y": [
-8.960536003112793,
-10.265753523487287
],
"z": [
-15.788352012634277,
-14.313977486735537
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-1.8578537702560425,
-0.7465538776113112
],
"y": [
-8.960536003112793,
-11.401557602320226
],
"z": [
-15.788352012634277,
-16.216882748268596
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-1.8578537702560425,
1.208656962770653
],
"y": [
-8.960536003112793,
-6.85527194335149
],
"z": [
-15.788352012634277,
-17.434268429434606
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-1.8578537702560425,
-4.9755862056802895
],
"y": [
-8.960536003112793,
-7.667659210379725
],
"z": [
-15.788352012634277,
-15.940291611730196
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-1.8578537702560425,
2.1254757908763056
],
"y": [
-8.960536003112793,
-9.10037927523434
],
"z": [
-15.788352012634277,
-18.178744348962464
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-1.8578537702560425,
0.4425701171455776
],
"y": [
-8.960536003112793,
-10.973159964671364
],
"z": [
-15.788352012634277,
-18.49542638602283
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-1.8578537702560425,
0.8632623440752507
],
"y": [
-8.960536003112793,
-7.246363172604829
],
"z": [
-15.788352012634277,
-19.119744118306258
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-1.8578537702560425,
-0.418040314540872
],
"y": [
-8.960536003112793,
-7.385174853124203
],
"z": [
-15.788352012634277,
-17.92281257708318
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-1.8578537702560425,
0.395685340242788
],
"y": [
-8.960536003112793,
-9.74912942681136
],
"z": [
-15.788352012634277,
-19.76616719361536
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-1.8578537702560425,
-0.8623373581192544
],
"y": [
-8.960536003112793,
-9.762656819517586
],
"z": [
-15.788352012634277,
-18.536051459201538
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-10.233783721923828,
-8.893856234740223
],
"y": [
-6.8642191886901855,
-6.960433204201658
],
"z": [
-7.222455024719238,
-6.515901466075816
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-10.233783721923828,
-12.849356456620264
],
"y": [
-6.8642191886901855,
-7.652854699509973
],
"z": [
-7.222455024719238,
-8.309016397568476
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-10.233783721923828,
-8.001280241822066
],
"y": [
-6.8642191886901855,
-7.572708523256274
],
"z": [
-7.222455024719238,
-4.6821004161953415
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-10.233783721923828,
-10.74363777296185
],
"y": [
-6.8642191886901855,
-7.249147876050233
],
"z": [
-7.222455024719238,
-5.260317554457878
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-10.233783721923828,
-7.137428525170766
],
"y": [
-6.8642191886901855,
-8.079702576134848
],
"z": [
-7.222455024719238,
-6.142972204541041
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-10.233783721923828,
-12.761035656402765
],
"y": [
-6.8642191886901855,
-6.400880064907122
],
"z": [
-7.222455024719238,
-6.5501490203737065
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-10.233783721923828,
-8.76683659683621
],
"y": [
-6.8642191886901855,
-6.571418542262295
],
"z": [
-7.222455024719238,
-7.820479426330753
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-10.233783721923828,
-12.441542202818049
],
"y": [
-6.8642191886901855,
-5.538858379169838
],
"z": [
-7.222455024719238,
-8.0640182506691
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-10.233783721923828,
-13.927988490696922
],
"y": [
-6.8642191886901855,
-7.526540381088234
],
"z": [
-7.222455024719238,
-8.444285935991973
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-10.233783721923828,
-12.389017382224733
],
"y": [
-6.8642191886901855,
-7.734280740279354
],
"z": [
-7.222455024719238,
-9.29946383002983
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-10.233783721923828,
-9.986183652909304
],
"y": [
-6.8642191886901855,
-6.363869889555703
],
"z": [
-7.222455024719238,
-8.305171167136757
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-19.052013397216797,
-16.776665339140255
],
"y": [
-6.1828179359436035,
-8.961281562420988
],
"z": [
-8.085393905639648,
-7.953926312637588
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-19.052013397216797,
-19.4230097007694
],
"y": [
-6.1828179359436035,
-7.4228083803706735
],
"z": [
-8.085393905639648,
-5.686448374975214
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-19.052013397216797,
-15.771302126242194
],
"y": [
-6.1828179359436035,
-6.677406025962506
],
"z": [
-8.085393905639648,
-5.564490430652516
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-19.052013397216797,
-21.021857826977072
],
"y": [
-6.1828179359436035,
-5.66134969817827
],
"z": [
-8.085393905639648,
-6.289566083429557
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-19.052013397216797,
-17.417611152195562
],
"y": [
-6.1828179359436035,
-8.527466798672181
],
"z": [
-8.085393905639648,
-6.00585966196045
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-19.052013397216797,
-21.31201536767885
],
"y": [
-6.1828179359436035,
-3.4809320378457937
],
"z": [
-8.085393905639648,
-7.357876468141853
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-19.052013397216797,
-15.002366173626275
],
"y": [
-6.1828179359436035,
-8.203568623680992
],
"z": [
-8.085393905639648,
-6.038500215466935
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-19.052013397216797,
-23.04305625126379
],
"y": [
-6.1828179359436035,
-5.340826806579958
],
"z": [
-8.085393905639648,
-7.9024279887464175
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-19.052013397216797,
-20.238327111496773
],
"y": [
-6.1828179359436035,
-2.917649669979259
],
"z": [
-8.085393905639648,
-8.610418332746528
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-19.052013397216797,
-15.122637719368473
],
"y": [
-6.1828179359436035,
-6.884379254218319
],
"z": [
-8.085393905639648,
-7.202280960616747
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-19.052013397216797,
-18.37216757925191
],
"y": [
-6.1828179359436035,
-4.318619804943783
],
"z": [
-8.085393905639648,
-9.412888501132322
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-19.052013397216797,
-22.518846823329106
],
"y": [
-6.1828179359436035,
-3.412874706740645
],
"z": [
-8.085393905639648,
-9.467027524215345
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-19.052013397216797,
-23.409145619608356
],
"y": [
-6.1828179359436035,
-5.676426563160957
],
"z": [
-8.085393905639648,
-9.596117015034256
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-19.052013397216797,
-21.97269802245281
],
"y": [
-6.1828179359436035,
-6.3854931302131535
],
"z": [
-8.085393905639648,
-8.868221607633675
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-19.052013397216797,
-17.328595859004214
],
"y": [
-6.1828179359436035,
-8.924253126658737
],
"z": [
-8.085393905639648,
-9.049365268576114
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-19.052013397216797,
-16.77198219211719
],
"y": [
-6.1828179359436035,
-6.076634434185046
],
"z": [
-8.085393905639648,
-8.817317992985565
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-19.052013397216797,
-20.474840585886216
],
"y": [
-6.1828179359436035,
-3.6674405860529586
],
"z": [
-8.085393905639648,
-10.947751267654517
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-19.052013397216797,
-21.84784809376377
],
"y": [
-6.1828179359436035,
-4.657030211907408
],
"z": [
-8.085393905639648,
-11.44639026102862
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-19.052013397216797,
-20.49024788633329
],
"y": [
-6.1828179359436035,
-5.41731199627357
],
"z": [
-8.085393905639648,
-10.626302713783968
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-14.476563453674316,
-14.872198824680957
],
"y": [
-9.793251037597656,
-9.48954174626213
],
"z": [
-8.236287117004395,
-8.463647651724978
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-14.476563453674316,
-14.592398526307889
],
"y": [
-9.793251037597656,
-10.66355658736558
],
"z": [
-8.236287117004395,
-9.401918905627166
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-14.476563453674316,
-13.726056776309555
],
"y": [
-9.793251037597656,
-9.332853555312745
],
"z": [
-8.236287117004395,
-7.498211887019732
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-14.476563453674316,
-13.74096257878518
],
"y": [
-9.793251037597656,
-9.917558743965374
],
"z": [
-8.236287117004395,
-6.442472497106084
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-14.476563453674316,
-15.883345507103922
],
"y": [
-9.793251037597656,
-9.644929720637943
],
"z": [
-8.236287117004395,
-6.737079389522634
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-14.476563453674316,
-14.98339197685706
],
"y": [
-9.793251037597656,
-8.575964602117304
],
"z": [
-8.236287117004395,
-9.04715162309563
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-14.476563453674316,
-14.481297988899218
],
"y": [
-9.793251037597656,
-11.576831585040175
],
"z": [
-8.236287117004395,
-8.817036482220578
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-14.476563453674316,
-13.674081005942298
],
"y": [
-9.793251037597656,
-10.474228717183335
],
"z": [
-8.236287117004395,
-9.95700168266303
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-16.807607650756836,
-15.329340565155523
],
"y": [
-12.447105407714844,
-11.595172901986809
],
"z": [
-13.25542163848877,
-11.142496873894778
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-16.807607650756836,
-15.076190601453035
],
"y": [
-12.447105407714844,
-12.54121728518103
],
"z": [
-13.25542163848877,
-10.65676050413842
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-16.807607650756836,
-17.545385655650907
],
"y": [
-12.447105407714844,
-11.254479233356468
],
"z": [
-13.25542163848877,
-12.06441178919146
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-16.807607650756836,
-14.45815340710201
],
"y": [
-12.447105407714844,
-11.18452146065118
],
"z": [
-13.25542163848877,
-11.659101422240628
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-16.807607650756836,
-18.876238015943663
],
"y": [
-12.447105407714844,
-12.882220817663718
],
"z": [
-13.25542163848877,
-12.91304549687702
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-16.807607650756836,
-17.942739428791914
],
"y": [
-12.447105407714844,
-14.362474509205185
],
"z": [
-13.25542163848877,
-12.720911282163591
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-16.807607650756836,
-18.0528529855946
],
"y": [
-12.447105407714844,
-11.01779154664868
],
"z": [
-13.25542163848877,
-14.256831203446119
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-16.807607650756836,
-18.878213791331245
],
"y": [
-12.447105407714844,
-14.064848601218053
],
"z": [
-13.25542163848877,
-14.196245259921328
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-16.807607650756836,
-16.057850407724125
],
"y": [
-12.447105407714844,
-14.86727289325073
],
"z": [
-13.25542163848877,
-14.562906629530982
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-16.807607650756836,
-15.458376298997312
],
"y": [
-12.447105407714844,
-13.524866477450098
],
"z": [
-13.25542163848877,
-15.521974754214257
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-16.807607650756836,
-16.47927179626685
],
"y": [
-12.447105407714844,
-11.078398207697287
],
"z": [
-13.25542163848877,
-15.046465943835875
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-16.807607650756836,
-17.88735550668807
],
"y": [
-12.447105407714844,
-11.880203126563213
],
"z": [
-13.25542163848877,
-15.763306809390306
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-16.807607650756836,
-17.04894420173385
],
"y": [
-12.447105407714844,
-14.226605651934795
],
"z": [
-13.25542163848877,
-15.891794328841957
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-6.29551727599556,
-6.484495182820301
],
"y": [
-8.324621375409697,
-7.034423547924353
],
"z": [
-14.612091476763542,
-13.935619809445356
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-6.29551727599556,
-5.300519482973502
],
"y": [
-8.324621375409697,
-8.339236508791736
],
"z": [
-14.612091476763542,
-14.96592658384531
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-6.501710528555207,
-6.8510833635587
],
"y": [
-6.378662051167584,
-7.273254652717497
],
"z": [
-11.556627902934839,
-12.493804353457248
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-6.501710528555207,
-5.58589960049206
],
"y": [
-6.378662051167584,
-5.90746282579658
],
"z": [
-11.556627902934839,
-11.60931224407658
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-4.082274210734481,
-5.256125746359953
],
"y": [
-5.221113984603245,
-5.112633302203958
],
"z": [
-4.011382177161617,
-4.788397153758535
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-4.082274210734481,
-3.4992947785770676
],
"y": [
-5.221113984603245,
-4.002988177478578
],
"z": [
-4.011382177161617,
-3.9817620273255856
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-7.258685951025028,
-8.05435617928029
],
"y": [
-6.031455429257255,
-5.260067671262954
],
"z": [
-15.992392185612431,
-16.42682272464779
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-7.258685951025028,
-7.605523703593531
],
"y": [
-6.031455429257255,
-6.256845164847026
],
"z": [
-15.992392185612431,
-14.62527110813465
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-7.396268359823384,
-7.091877644366604
],
"y": [
-5.556493810934703,
-6.420718774929571
],
"z": [
-6.137936457691223,
-5.615359386879975
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-7.396268359823384,
-6.601887263660001
],
"y": [
-5.556493810934703,
-5.390768555523139
],
"z": [
-6.137936457691223,
-7.361785105922296
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-7.091877644366604,
-7.7163573866256145
],
"y": [
-6.420718774929571,
-7.266731973990479
],
"z": [
-5.615359386879975,
-5.693715826262874
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-16.110195576090252,
-14.872198824680957
],
"y": [
-9.745063171702432,
-9.48954174626213
],
"z": [
-7.71530959667165,
-8.463647651724978
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-16.110195576090252,
-16.776665339140255
],
"y": [
-9.745063171702432,
-8.961281562420988
],
"z": [
-7.71530959667165,
-7.953926312637588
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-15.679399721963936,
-14.592398526307889
],
"y": [
-10.812976272785804,
-10.66355658736558
],
"z": [
-10.316369100143662,
-9.401918905627166
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-15.679399721963936,
-15.329340565155523
],
"y": [
-10.812976272785804,
-11.595172901986809
],
"z": [
-10.316369100143662,
-11.142496873894778
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-7.7163573866256145,
-8.893856234740223
],
"y": [
-7.266731973990479,
-6.960433204201658
],
"z": [
-5.693715826262874,
-6.515901466075816
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-12.688302653180408,
-12.849356456620264
],
"y": [
-8.5424547874142,
-7.652854699509973
],
"z": [
-7.812843683939439,
-8.309016397568476
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"opacity": 1,
"showlegend": false,
"type": "scatter3d",
"x": [
-12.688302653180408,
-13.726056776309555
],
"y": [
-8.5424547874142,
-9.332853555312745
],
"z": [
-7.812843683939439,
-7.498211887019732
]
}
],
"layout": {
"scene": {
"xaxis": {
"showgrid": false,
"showline": false,
"showticklabels": false
},
"yaxis": {
"showgrid": false,
"showline": false,
"showticklabels": false
},
"zaxis": {
"showgrid": false,
"showline": false,
"showticklabels": false
}
},
"template": {
"data": {
"bar": [
{
"error_x": {
"color": "rgb(36,36,36)"
},
"error_y": {
"color": "rgb(36,36,36)"
},
"marker": {
"line": {
"color": "white",
"width": 0.5
},
"pattern": {
"fillmode": "overlay",
"size": 10,
"solidity": 0.2
}
},
"type": "bar"
}
],
"barpolar": [
{
"marker": {
"line": {
"color": "white",
"width": 0.5
},
"pattern": {
"fillmode": "overlay",
"size": 10,
"solidity": 0.2
}
},
"type": "barpolar"
}
],
"carpet": [
{
"aaxis": {
"endlinecolor": "rgb(36,36,36)",
"gridcolor": "white",
"linecolor": "white",
"minorgridcolor": "white",
"startlinecolor": "rgb(36,36,36)"
},
"baxis": {
"endlinecolor": "rgb(36,36,36)",
"gridcolor": "white",
"linecolor": "white",
"minorgridcolor": "white",
"startlinecolor": "rgb(36,36,36)"
},
"type": "carpet"
}
],
"choropleth": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"type": "choropleth"
}
],
"contour": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "contour"
}
],
"contourcarpet": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"type": "contourcarpet"
}
],
"heatmap": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "heatmap"
}
],
"heatmapgl": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "heatmapgl"
}
],
"histogram": [
{
"marker": {
"line": {
"color": "white",
"width": 0.6
}
},
"type": "histogram"
}
],
"histogram2d": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "histogram2d"
}
],
"histogram2dcontour": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "histogram2dcontour"
}
],
"mesh3d": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"type": "mesh3d"
}
],
"parcoords": [
{
"line": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "parcoords"
}
],
"pie": [
{
"automargin": true,
"type": "pie"
}
],
"scatter": [
{
"fillpattern": {
"fillmode": "overlay",
"size": 10,
"solidity": 0.2
},
"type": "scatter"
}
],
"scatter3d": [
{
"line": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scatter3d"
}
],
"scattercarpet": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scattercarpet"
}
],
"scattergeo": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scattergeo"
}
],
"scattergl": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scattergl"
}
],
"scattermapbox": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scattermapbox"
}
],
"scatterpolar": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scatterpolar"
}
],
"scatterpolargl": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scatterpolargl"
}
],
"scatterternary": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scatterternary"
}
],
"surface": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "surface"
}
],
"table": [
{
"cells": {
"fill": {
"color": "rgb(237,237,237)"
},
"line": {
"color": "white"
}
},
"header": {
"fill": {
"color": "rgb(217,217,217)"
},
"line": {
"color": "white"
}
},
"type": "table"
}
]
},
"layout": {
"annotationdefaults": {
"arrowhead": 0,
"arrowwidth": 1
},
"autotypenumbers": "strict",
"coloraxis": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"colorscale": {
"diverging": [
[
0,
"rgb(103,0,31)"
],
[
0.1,
"rgb(178,24,43)"
],
[
0.2,
"rgb(214,96,77)"
],
[
0.3,
"rgb(244,165,130)"
],
[
0.4,
"rgb(253,219,199)"
],
[
0.5,
"rgb(247,247,247)"
],
[
0.6,
"rgb(209,229,240)"
],
[
0.7,
"rgb(146,197,222)"
],
[
0.8,
"rgb(67,147,195)"
],
[
0.9,
"rgb(33,102,172)"
],
[
1,
"rgb(5,48,97)"
]
],
"sequential": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"sequentialminus": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
]
},
"colorway": [
"#1F77B4",
"#FF7F0E",
"#2CA02C",
"#D62728",
"#9467BD",
"#8C564B",
"#E377C2",
"#7F7F7F",
"#BCBD22",
"#17BECF"
],
"font": {
"color": "rgb(36,36,36)"
},
"geo": {
"bgcolor": "white",
"lakecolor": "white",
"landcolor": "white",
"showlakes": true,
"showland": true,
"subunitcolor": "white"
},
"hoverlabel": {
"align": "left"
},
"hovermode": "closest",
"mapbox": {
"style": "light"
},
"paper_bgcolor": "white",
"plot_bgcolor": "white",
"polar": {
"angularaxis": {
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside"
},
"bgcolor": "white",
"radialaxis": {
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside"
}
},
"scene": {
"xaxis": {
"backgroundcolor": "white",
"gridcolor": "rgb(232,232,232)",
"gridwidth": 2,
"linecolor": "rgb(36,36,36)",
"showbackground": true,
"showgrid": false,
"showline": true,
"ticks": "outside",
"zeroline": false,
"zerolinecolor": "rgb(36,36,36)"
},
"yaxis": {
"backgroundcolor": "white",
"gridcolor": "rgb(232,232,232)",
"gridwidth": 2,
"linecolor": "rgb(36,36,36)",
"showbackground": true,
"showgrid": false,
"showline": true,
"ticks": "outside",
"zeroline": false,
"zerolinecolor": "rgb(36,36,36)"
},
"zaxis": {
"backgroundcolor": "white",
"gridcolor": "rgb(232,232,232)",
"gridwidth": 2,
"linecolor": "rgb(36,36,36)",
"showbackground": true,
"showgrid": false,
"showline": true,
"ticks": "outside",
"zeroline": false,
"zerolinecolor": "rgb(36,36,36)"
}
},
"shapedefaults": {
"fillcolor": "black",
"line": {
"width": 0
},
"opacity": 0.3
},
"ternary": {
"aaxis": {
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside"
},
"baxis": {
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside"
},
"bgcolor": "white",
"caxis": {
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside"
}
},
"title": {
"x": 0.05
},
"xaxis": {
"automargin": true,
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside",
"title": {
"standoff": 15
},
"zeroline": false,
"zerolinecolor": "rgb(36,36,36)"
},
"yaxis": {
"automargin": true,
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside",
"title": {
"standoff": 15
},
"zeroline": false,
"zerolinecolor": "rgb(36,36,36)"
}
}
}
}
},
"text/html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"graph = mol.make_residue_graph()\n",
"\n",
"# make sure to populate it with a \n",
"# subsample of atom nodes!!!!\n",
"graph.make_detailed()\n",
"\n",
"graph.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Environments\n",
"\n",
"Biobuild implements a torsional optimization scheme. That is to say, Biobuild rotates around bonds in the structure until it finds a nice conformation. We implemented three different `Environments` called `Rotatrons` to handle this. The three Rotatrons are:\n",
"\n",
"- `DistanceRotatron`\n",
" - The universally usable environment that performs well with both small and very large structures. It uses purely geometric considerations and is the fastes environment to work with.\n",
"- `OverlapRotatron`\n",
" - This environment fits multi-variant Gaussians to approximate the structure and minimizes overlaps between the fitted distributions. It performs well with ResidueGraph inputs. It can be very fast on smaller molecules and can work with large structures but is usually slower than the DistanceRotatron.\n",
"- `ForceFieldRotatron`\n",
" - This environment uses _RDKit_ to actually compute a conformation's energy. This environment is the slowest but very accurate when working with AtomGraphs. If given a ResidueGraph the environment is usually useless, however! Technically, the environment works with large structures as well, but keep the computation times in mind! It often does not outperform the DistanceRotatron!"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"For this example we will use the default `DistanceRotatron`. We can set it up like this:"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"env = bb.optimizers.DistanceRotatron(graph)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If you look at the arguments the DistanceRotatron can accept you will see the second argument `rotatable_edges`. This expects a list of bonds from the molecule (edges from the graph). We do *not* need to specify anything there if we want the Rotatron to automatically identify all edges that can be rotated around. However, it is good practice to think of the bonds beforehand, because most likely not every bond will need to be considered during optimization. The fewer bonds to evaluate, the quicker the optimization!\n",
"\n",
"We can either visually inspect the structure, find parts that we don't like and manually identify some bonds we want to optimize for, or we use the graphs' `find_rotatable_edges` method that allows us to perform some fine-tuning in selecting the edges."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(16, 18)"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# find edges that have at least 10 nodes downstream (nodes that will be affected by rotation)\n",
"# when directed so that all edges point away from the central node (if we have the rotate the wrong parts we might implode the molecule!)\n",
"edges = graph.find_rotatable_edges(graph.central_node, min_descendants=10)\n",
"len(edges), len(env.rotatable_edges)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"So, with our manual selection of edges we were able to save two edges to compute, because the Rotatron automatically found 18 edges to optimize, while our own filtering reduced the number to 16. The save is not large, but it can be substantial in larger structures!\n",
"\n",
"Let's make a new environment with the edges we like..."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"env = bb.optimizers.DistanceRotatron(graph, edges)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Hyperparameters of the DistanceRotatron\n",
"\n",
"The DistanceRotatron uses an evaluation function that favors extending the structure to maximize spacial occupancy. This is driven by two factors called `unfold` and `pushback`. _Unfold_ guides the global unfolding and gives weight to increasing the global distance from one node to all others. _Pushback_ adds weight on a local basis, stressing that close-by nodes must not get too close. \n",
"There is one more important parameter that we might want to consider, that's the `radius`. To save some computations the DistanceRotatron will only consider node-distances that are within the _radius_. If the radius is very large additional weight is given to _unfold_ automatically because far-away nodes will impact the average distance. On the other hand, small radii automatically favor _pushback_. \n",
"\n",
"In fact, the art of using the DistanceRotatron is usually to find a suitable combination of these parameters that work well for your structure! As a general comment, first try tweaking the _pushback_ a little values between 1-5 often work well, but feel free to experiment even with values below 1. _Unfold_ should not be raised too much since it is used as an exponent during computation! Values between 1-4 are probably enough in most cases. As for the _radius_, values between 10-25 have worked well in our experiments. \n",
"\n",
"Keep in mind, there are default values for all these parameters, so we do not have to set our own. But the moment the molecules we want to optimize become larger and highly branched, we definitely want to tweak around with them. There are also more parameters than the three mentioned above, be sure to quickly read through the docstring of the Rotatron."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Optimization algorithms\n",
"\n",
"The Rotatron environments hold the problem, not the solution. In order to get a solution we need to apply an optimization algorithm. Biobuild offers four pre-implemented algorithms that can be called directly:\n",
"\n",
"- `swarm_optimize`: A particle-swarm optimization (PSO). This is usually very fast and performs very well even on larger structures.\n",
"- `genetic_optimize`: A genetic algorithm. This is often the slowest but often performs very well. However, it is often outperformed by the PSO, especially in terms of computation speed!\n",
"- `anneal_optimize`: A simulated annealing algorithm, for those who like both PSO and genetic algorithms. If is slower than the PSO but performs on a similar (maybe slightly worse) scale.\n",
"- `scipy_optimize`: A gradient-based optimization through all of scipy's implemented optmizations. This one sometimes performs really great, sometimes really badly, depending how \"rugged\" the evaluation space is. The larger the molecule, the less likely you want to use this one!"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's say we want to stick with the good-ol' PSO to optimize our molecule, we can do this like so:"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"# solve the optimization problem\n",
"sol, _eval = bb.optimizers.swarm_optimize(env, n_particles=30)\n",
"\n",
"# sol is a numpy array of angles\n",
"# _eval is the final (best) optimization score"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"> PS: notice the `n_best` argument. If you provide a higher number, let's say `5`, you will get the five best solutions and can thus generate 5 new conformers for the price of running one optimization!"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Once we have angles, we need to rotate our molecule itself. We can use the `apply_solution` function to do this like so:"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.plotly.v1+json": {
"config": {
"plotlyServerURL": "https://plot.ly"
},
"data": [
{
"customdata": [
[
"O7",
1,
1,
"PRP",
"A"
],
[
"O",
35,
2,
"SER",
"A"
],
[
"OG",
37,
2,
"SER",
"A"
],
[
"OXT",
38,
2,
"SER",
"A"
],
[
"O3",
43,
3,
"TBA",
"A"
],
[
"O1",
44,
3,
"TBA",
"A"
],
[
"O2",
77,
5,
"HAC",
"A"
],
[
"O1",
78,
5,
"HAC",
"A"
],
[
"O7",
84,
6,
"PRP",
"A"
],
[
"O",
118,
7,
"SER",
"A"
],
[
"OG",
120,
7,
"SER",
"A"
],
[
"OXT",
121,
7,
"SER",
"A"
],
[
"O3",
126,
8,
"TBA",
"A"
],
[
"O1",
127,
8,
"TBA",
"A"
]
],
"hovertemplate": "atom_element=O
x=%{x}
y=%{y}
z=%{z}
atom_id=%{customdata[0]}
atom_serial=%{customdata[1]}
residue_serial=%{customdata[2]}
residue_name=%{customdata[3]}
chain_id=%{customdata[4]}",
"legendgroup": "O",
"marker": {
"color": "red",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "O",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-9.607011048158789,
-10.763685452185811,
-11.50896606714716,
-9.191856206633043,
-13.412105913686256,
-11.982358657537002,
-4.632199165983951,
-6.435186071190205,
-18.716704848086565,
-14.544644091225337,
-18.326751343368038,
-14.274168471976532,
-20.200347088095448,
-20.632118600213285
],
"y": [
-11.831429535921341,
-11.563743892827418,
-9.650781647381358,
-10.013770203019655,
-7.692995890345594,
-9.411179512222656,
-6.762319569045305,
-8.419698932497841,
-6.891723362148694,
-7.642122937417676,
-9.305014963687164,
-7.411114519775721,
-12.080827595848591,
-9.92625036265724
],
"z": [
-19.005580111755858,
-14.718923126936453,
-18.637024485051228,
-14.781014863332956,
-20.600706178138573,
-21.17690083712728,
-9.530382328793367,
-8.441598807951664,
-6.876520510613491,
-5.584223564018734,
-7.164363064904313,
-7.763764582299996,
-6.855469306185032,
-6.148572731333397
]
},
{
"customdata": [
[
"C10",
2,
1,
"PRP",
"A"
],
[
"C11",
3,
1,
"PRP",
"A"
],
[
"C1",
4,
1,
"PRP",
"A"
],
[
"C4",
5,
1,
"PRP",
"A"
],
[
"C8",
6,
1,
"PRP",
"A"
],
[
"C12",
7,
1,
"PRP",
"A"
],
[
"C13",
8,
1,
"PRP",
"A"
],
[
"C6",
9,
1,
"PRP",
"A"
],
[
"C2",
10,
1,
"PRP",
"A"
],
[
"C5",
11,
1,
"PRP",
"A"
],
[
"C3",
12,
1,
"PRP",
"A"
],
[
"C9",
13,
1,
"PRP",
"A"
],
[
"C7",
14,
1,
"PRP",
"A"
],
[
"CA",
33,
2,
"SER",
"A"
],
[
"C",
34,
2,
"SER",
"A"
],
[
"CB",
36,
2,
"SER",
"A"
],
[
"C3",
45,
3,
"TBA",
"A"
],
[
"C4",
46,
3,
"TBA",
"A"
],
[
"C5",
47,
3,
"TBA",
"A"
],
[
"C6",
48,
3,
"TBA",
"A"
],
[
"C1",
49,
3,
"TBA",
"A"
],
[
"C2",
50,
3,
"TBA",
"A"
],
[
"C4",
65,
4,
"TRZ",
"A"
],
[
"C1",
66,
4,
"TRZ",
"A"
],
[
"C2",
67,
4,
"TRZ",
"A"
],
[
"C5",
68,
4,
"TRZ",
"A"
],
[
"C3",
69,
4,
"TRZ",
"A"
],
[
"C2",
80,
5,
"HAC",
"A"
],
[
"C1",
81,
5,
"HAC",
"A"
],
[
"C10",
85,
6,
"PRP",
"A"
],
[
"C11",
86,
6,
"PRP",
"A"
],
[
"C1",
87,
6,
"PRP",
"A"
],
[
"C4",
88,
6,
"PRP",
"A"
],
[
"C8",
89,
6,
"PRP",
"A"
],
[
"C12",
90,
6,
"PRP",
"A"
],
[
"C13",
91,
6,
"PRP",
"A"
],
[
"C6",
92,
6,
"PRP",
"A"
],
[
"C2",
93,
6,
"PRP",
"A"
],
[
"C5",
94,
6,
"PRP",
"A"
],
[
"C3",
95,
6,
"PRP",
"A"
],
[
"C9",
96,
6,
"PRP",
"A"
],
[
"C7",
97,
6,
"PRP",
"A"
],
[
"CA",
116,
7,
"SER",
"A"
],
[
"C",
117,
7,
"SER",
"A"
],
[
"CB",
119,
7,
"SER",
"A"
],
[
"C3",
128,
8,
"TBA",
"A"
],
[
"C4",
129,
8,
"TBA",
"A"
],
[
"C5",
130,
8,
"TBA",
"A"
],
[
"C6",
131,
8,
"TBA",
"A"
],
[
"C1",
132,
8,
"TBA",
"A"
],
[
"C2",
133,
8,
"TBA",
"A"
],
[
"C4",
148,
9,
"TRZ",
"A"
],
[
"C1",
149,
9,
"TRZ",
"A"
],
[
"C2",
150,
9,
"TRZ",
"A"
],
[
"C5",
151,
9,
"TRZ",
"A"
],
[
"C3",
152,
9,
"TRZ",
"A"
],
[
"C2",
162,
10,
"CBZ",
"A"
],
[
"C1",
163,
10,
"CBZ",
"A"
],
[
"C3",
164,
10,
"CBZ",
"A"
],
[
"C7",
165,
10,
"CBZ",
"A"
],
[
"C4",
166,
10,
"CBZ",
"A"
],
[
"C6",
167,
10,
"CBZ",
"A"
],
[
"C5",
168,
10,
"CBZ",
"A"
]
],
"hovertemplate": "atom_element=C
x=%{x}
y=%{y}
z=%{z}
atom_id=%{customdata[0]}
atom_serial=%{customdata[1]}
residue_serial=%{customdata[2]}
residue_name=%{customdata[3]}
chain_id=%{customdata[4]}",
"legendgroup": "C",
"marker": {
"color": "darkslategray",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "C",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-5.297752690047643,
-5.12377066777798,
-6.208576000904945,
-8.199903611994673,
-9.271578508800394,
-6.655352065636089,
-5.143109966166693,
-6.047117542060166,
-7.346167703106477,
-7.049166580340891,
-8.348374140327945,
-8.79622762758732,
-9.920695039317497,
-10.274751751966784,
-10.095417291980276,
-11.337978857521515,
-13.722423877428685,
-12.4327152001762,
-14.717253461741251,
-14.341624636009373,
-12.521267134737876,
-12.30128483266993,
-7.208198030403372,
-7.8838098294082535,
-8.112568560491539,
-8.358915550786934,
-8.503198226637698,
-5.972886582814037,
-6.855388596202843,
-23.608441395704297,
-22.44772043012118,
-21.31112986066129,
-19.222895830010494,
-18.09936909768234,
-24.171782765965162,
-23.133157641342592,
-20.26948683242847,
-21.32904893067729,
-19.218532439184102,
-20.278072305669085,
-16.7363727432134,
-17.972803154727373,
-16.539989067705474,
-15.04645692798993,
-16.910840096357028,
-21.459390780829576,
-22.56765944036835,
-21.591706106619547,
-21.478004284909918,
-19.913867412517227,
-18.562543558277174,
-13.304887423797604,
-11.046403200616563,
-10.246277476695196,
-14.49136826807498,
-8.925817773413577,
-2.2983487693650555,
-2.4254030865796503,
-2.9614238959949484,
-1.4621948814272954,
-3.7517036575845077,
-3.2156828481692106,
-3.8788177839727904
],
"y": [
-15.191122716971556,
-15.63689729495583,
-15.13728795349813,
-14.220225366343108,
-13.727073715277495,
-15.6098826979296,
-13.6716753553622,
-13.919265723063443,
-15.905741565896587,
-13.45782258677568,
-15.444228973464934,
-13.541912173489479,
-12.426293710305679,
-10.747463917182309,
-10.805598689900933,
-9.705107620157403,
-7.4826162959400415,
-7.131918535849335,
-6.326542832536014,
-8.762289495017486,
-8.69689695837712,
-8.789755385154429,
-9.391098943035583,
-8.524638868577416,
-7.2424781061758985,
-9.697958632601829,
-6.771165293009745,
-6.572218148867556,
-7.580300889482639,
-2.7038611092519336,
-1.913687154612374,
-2.781385199129023,
-4.3735683449514795,
-5.23028913133194,
-3.7617686012175424,
-3.3740306549074432,
-3.0792484970083827,
-3.2639897973136245,
-3.8803829924550124,
-4.065293174480319,
-4.51727414403957,
-6.549855213624934,
-7.713199378924089,
-7.586341107818801,
-9.184492495821765,
-12.50908828551371,
-11.726337069057394,
-14.003124285757597,
-12.247287241750282,
-10.75448114997875,
-10.464929726111357,
-5.724700153912103,
-6.802918969751137,
-7.417497315506808,
-6.659807640046239,
-8.034850419985911,
-3.929673518976956,
-3.9266965134373106,
-4.893928195758211,
-2.9165443874549943,
-5.855227658438444,
-4.8879959761175416,
-5.852330319164043
],
"z": [
-22.508081175603508,
-21.04299334835563,
-20.120219543380927,
-18.424297526732694,
-17.511767738392763,
-23.078109520293363,
-22.60918450516813,
-19.47906775773701,
-19.929961154146742,
-18.625502958290838,
-19.07641639010746,
-16.060293273177255,
-17.97906957711689,
-16.87360960950206,
-15.378712121490828,
-17.2200103486269,
-21.978755450710665,
-22.719443616463984,
-22.055029793641268,
-22.538947546456384,
-20.342498208612163,
-18.8554846144062,
-14.354493237567452,
-12.092768765750574,
-11.660477518660004,
-15.300617520736214,
-10.325717466788529,
-9.93021536944894,
-9.232760392809807,
-7.6873736844146245,
-7.051906123114195,
-6.56901319403279,
-5.682011281187715,
-5.204399068270502,
-6.735088780094682,
-8.978820420798172,
-7.433293158807167,
-5.269934367040049,
-6.986881584667505,
-4.823491412758528,
-5.233927793282268,
-5.96234254673433,
-6.833859336673408,
-6.680471831677505,
-7.020187216277103,
-6.334913476831529,
-7.0377630065463235,
-6.62189538311892,
-4.82962213926586,
-6.6917105170802635,
-7.290298976623296,
-8.612905790597303,
-8.369399838281938,
-9.299579811645987,
-8.435981977788686,
-9.121891836815326,
-11.44555156152429,
-10.05644071356609,
-12.204570740959321,
-12.158552738625788,
-11.574395827564125,
-9.426265800170896,
-10.185293705941069
]
},
{
"customdata": [
[
"H10",
15,
1,
"PRP",
"A"
],
[
"H111",
16,
1,
"PRP",
"A"
],
[
"H112",
17,
1,
"PRP",
"A"
],
[
"H8",
18,
1,
"PRP",
"A"
],
[
"H121",
19,
1,
"PRP",
"A"
],
[
"H122",
20,
1,
"PRP",
"A"
],
[
"H123",
21,
1,
"PRP",
"A"
],
[
"H131",
22,
1,
"PRP",
"A"
],
[
"H132",
23,
1,
"PRP",
"A"
],
[
"H133",
24,
1,
"PRP",
"A"
],
[
"H6",
25,
1,
"PRP",
"A"
],
[
"H2",
26,
1,
"PRP",
"A"
],
[
"H5",
27,
1,
"PRP",
"A"
],
[
"H3",
28,
1,
"PRP",
"A"
],
[
"H91",
29,
1,
"PRP",
"A"
],
[
"H92",
30,
1,
"PRP",
"A"
],
[
"H93",
31,
1,
"PRP",
"A"
],
[
"H2",
39,
2,
"SER",
"A"
],
[
"HA",
40,
2,
"SER",
"A"
],
[
"HB2",
41,
2,
"SER",
"A"
],
[
"HB3",
42,
2,
"SER",
"A"
],
[
"H41",
51,
3,
"TBA",
"A"
],
[
"H42",
52,
3,
"TBA",
"A"
],
[
"H43",
53,
3,
"TBA",
"A"
],
[
"H51",
54,
3,
"TBA",
"A"
],
[
"H52",
55,
3,
"TBA",
"A"
],
[
"H53",
56,
3,
"TBA",
"A"
],
[
"H61",
57,
3,
"TBA",
"A"
],
[
"H62",
58,
3,
"TBA",
"A"
],
[
"H63",
59,
3,
"TBA",
"A"
],
[
"H21",
60,
3,
"TBA",
"A"
],
[
"H22",
61,
3,
"TBA",
"A"
],
[
"H41",
70,
4,
"TRZ",
"A"
],
[
"H42",
71,
4,
"TRZ",
"A"
],
[
"H1",
72,
4,
"TRZ",
"A"
],
[
"H52",
73,
4,
"TRZ",
"A"
],
[
"H53",
74,
4,
"TRZ",
"A"
],
[
"H31",
75,
4,
"TRZ",
"A"
],
[
"H33",
76,
4,
"TRZ",
"A"
],
[
"H21",
82,
5,
"HAC",
"A"
],
[
"H22",
83,
5,
"HAC",
"A"
],
[
"H10",
98,
6,
"PRP",
"A"
],
[
"H111",
99,
6,
"PRP",
"A"
],
[
"H112",
100,
6,
"PRP",
"A"
],
[
"H8",
101,
6,
"PRP",
"A"
],
[
"H121",
102,
6,
"PRP",
"A"
],
[
"H122",
103,
6,
"PRP",
"A"
],
[
"H123",
104,
6,
"PRP",
"A"
],
[
"H131",
105,
6,
"PRP",
"A"
],
[
"H132",
106,
6,
"PRP",
"A"
],
[
"H133",
107,
6,
"PRP",
"A"
],
[
"H6",
108,
6,
"PRP",
"A"
],
[
"H2",
109,
6,
"PRP",
"A"
],
[
"H5",
110,
6,
"PRP",
"A"
],
[
"H3",
111,
6,
"PRP",
"A"
],
[
"H91",
112,
6,
"PRP",
"A"
],
[
"H92",
113,
6,
"PRP",
"A"
],
[
"H93",
114,
6,
"PRP",
"A"
],
[
"H2",
122,
7,
"SER",
"A"
],
[
"HA",
123,
7,
"SER",
"A"
],
[
"HB2",
124,
7,
"SER",
"A"
],
[
"HB3",
125,
7,
"SER",
"A"
],
[
"H41",
134,
8,
"TBA",
"A"
],
[
"H42",
135,
8,
"TBA",
"A"
],
[
"H43",
136,
8,
"TBA",
"A"
],
[
"H51",
137,
8,
"TBA",
"A"
],
[
"H52",
138,
8,
"TBA",
"A"
],
[
"H53",
139,
8,
"TBA",
"A"
],
[
"H61",
140,
8,
"TBA",
"A"
],
[
"H62",
141,
8,
"TBA",
"A"
],
[
"H63",
142,
8,
"TBA",
"A"
],
[
"H21",
143,
8,
"TBA",
"A"
],
[
"H22",
144,
8,
"TBA",
"A"
],
[
"H41",
153,
9,
"TRZ",
"A"
],
[
"H42",
154,
9,
"TRZ",
"A"
],
[
"H1",
155,
9,
"TRZ",
"A"
],
[
"H52",
156,
9,
"TRZ",
"A"
],
[
"H53",
157,
9,
"TRZ",
"A"
],
[
"H32",
158,
9,
"TRZ",
"A"
],
[
"H33",
159,
9,
"TRZ",
"A"
],
[
"H3",
169,
10,
"CBZ",
"A"
],
[
"H6",
170,
10,
"CBZ",
"A"
],
[
"H71",
171,
10,
"CBZ",
"A"
],
[
"H72",
172,
10,
"CBZ",
"A"
],
[
"H73",
173,
10,
"CBZ",
"A"
]
],
"hovertemplate": "atom_element=H
x=%{x}
y=%{y}
z=%{z}
atom_id=%{customdata[0]}
atom_serial=%{customdata[1]}
residue_serial=%{customdata[2]}
residue_name=%{customdata[3]}
chain_id=%{customdata[4]}",
"legendgroup": "H",
"marker": {
"color": "lightgray",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "H",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-4.504857806955906,
-4.14362431071145,
-5.09757055280434,
-10.091815084037249,
-7.489712057062171,
-6.8226907325827835,
-6.68633179865547,
-5.09918306222202,
-5.9821091860210585,
-4.214750598473092,
-5.1529710279944405,
-7.470914617770797,
-6.914188298217319,
-9.237637502792651,
-8.351757109898895,
-9.63582865595671,
-8.050623385394795,
-10.745506081261,
-9.33010314823311,
-12.282448904681818,
-11.022040373997243,
-11.77847909543308,
-11.84391787806339,
-12.661284895974772,
-15.623930990431912,
-14.292748821963917,
-15.005914524127924,
-13.627117704486416,
-14.827636579190024,
-15.100813584132936,
-11.894470708868177,
-13.239407108525794,
-6.924237838980305,
-6.328975385566462,
-7.924972635839811,
-8.072674401304775,
-8.642366844428972,
-9.591493968734518,
-8.06573169859572,
-6.049088032394564,
-6.282641530090604,
-24.40564326393436,
-22.065921853059407,
-22.83262873982776,
-18.28568878474291,
-23.473393315195644,
-24.44529687194011,
-25.080637825310518,
-23.99045481053264,
-22.43852000206777,
-22.652017357226192,
-20.251017949765902,
-22.141824717807246,
-18.406007081713874,
-20.296407730042887,
-16.773832827888512,
-15.960165194176174,
-16.418661609615867,
-16.524997591391813,
-16.86579172504986,
-16.58435010078279,
-16.420462993080488,
-22.689632493412432,
-22.391840352279775,
-23.538547314916865,
-20.77002446500484,
-21.5311254217188,
-22.53831808785745,
-21.618166237191616,
-22.30374439098922,
-20.544234556845637,
-18.577377640428345,
-17.789387814644464,
-13.051964980204449,
-13.53769655965293,
-10.9384069463218,
-15.358042321000827,
-14.771049190817326,
-8.907230013169714,
-8.667931517400762,
-2.863168366122844,
-3.314030476234435,
-0.4179817152643164,
-1.4742902176906525,
-1.8383725853299442
],
"y": [
-15.662561208651741,
-15.314159593867245,
-16.73431322849775,
-14.457369955336297,
-15.063775506015126,
-16.683671265433087,
-15.406061779627173,
-13.371593758508016,
-13.131107621615254,
-13.334762206561315,
-13.319563344615922,
-16.863272636598573,
-12.501771569909575,
-16.051373060714216,
-14.465297135272298,
-13.270590565180854,
-12.743610654934546,
-12.673505900788928,
-10.47334003941749,
-9.98039472138674,
-8.728455422759726,
-7.9838185319138235,
-6.397775451869593,
-6.697741189777068,
-6.555930718230136,
-5.418818125222595,
-6.104104312088518,
-9.566806728414976,
-8.562577824343354,
-9.161329677634725,
-7.844933553234129,
-9.027765536012447,
-10.2905053561033,
-9.047994501108636,
-9.488194766798568,
-10.488032328939973,
-8.813567183241148,
-6.6797359811359955,
-5.793263627185734,
-6.687157216667446,
-5.561201655195443,
-1.9926719733640628,
-1.1705026254776874,
-1.326715776674586,
-5.522649394561956,
-4.585609436873817,
-3.317398262109535,
-4.20112987913332,
-3.7943100370689553,
-4.199493004189259,
-2.652039987783284,
-2.6958533203849973,
-3.0260751245418405,
-4.108841142373238,
-4.439885176960187,
-3.5778078548687002,
-5.149278817692986,
-4.288900844832557,
-6.6087369374611855,
-7.14293538615087,
-9.75390547113684,
-9.572649955670023,
-10.69816364631356,
-11.681509410025335,
-12.209684093532443,
-14.561806731572593,
-14.198673989361202,
-14.407890106051592,
-11.199544240212235,
-12.792291892623155,
-12.58159056246475,
-10.69997791399199,
-11.04585352056229,
-5.247442908233284,
-4.933752732970419,
-6.612774487423724,
-6.10583394524814,
-7.130398653962758,
-9.03328398804555,
-8.134032979595155,
-4.8970947203777655,
-4.8844168282223865,
-2.9839213476935607,
-3.0667631458373514,
-1.9056086514680564
],
"z": [
-23.10178583528646,
-20.66705300066034,
-21.001873611200697,
-17.489766320263392,
-22.62701418708012,
-22.9444603420568,
-24.15456421483671,
-23.6623968352988,
-22.160312224540938,
-22.136126628602696,
-19.6220496050761,
-20.42715013825846,
-18.126976603416544,
-18.92971489217306,
-15.673175976664762,
-15.410580230345367,
-15.97496297669709,
-16.563200784183827,
-17.342607600012904,
-16.75022812044691,
-16.854493782727786,
-22.92083913765517,
-22.156941851384538,
-23.70011501215174,
-21.4835290789749,
-21.610670123396197,
-23.087453168852683,
-22.729781285538635,
-23.501463052659965,
-21.856113742589123,
-18.486301862097573,
-18.34724996030284,
-13.797472902373446,
-14.910480937733555,
-11.604770164963739,
-16.001723631605117,
-15.881165114332447,
-10.256147942827148,
-10.100995886112498,
-11.015580487635035,
-9.650521497223185,
-7.936574335066978,
-7.76470641226149,
-6.206915469556045,
-4.162086662752016,
-6.557845691205446,
-5.772482289594148,
-7.161939536882776,
-9.517003990436546,
-8.795217724682818,
-9.646936311632997,
-8.449291081499485,
-4.5899221919025965,
-7.6712722824445825,
-3.803550608647252,
-4.671741468681914,
-4.788120353575535,
-6.2573522075882115,
-5.158288099442434,
-7.703408419252236,
-6.149741843876996,
-7.912450116405901,
-6.6880479409653,
-8.119028339038486,
-6.875828300612734,
-6.159284083460637,
-7.69879563107018,
-6.249346704824941,
-4.552539336009101,
-4.3567038929070705,
-4.362526523026473,
-8.357545072601528,
-6.780610403935538,
-7.659966810927602,
-9.3340697966098,
-7.310882542769608,
-8.062231457445437,
-9.38458677383128,
-9.56988293643765,
-8.062728998140813,
-13.287994274934556,
-8.342540173568715,
-11.836064073955393,
-13.243684162680376,
-11.96930913162392
]
},
{
"customdata": [
[
"N",
32,
2,
"SER",
"A"
],
[
"N4",
62,
4,
"TRZ",
"A"
],
[
"N4A",
63,
4,
"TRZ",
"A"
],
[
"N2",
64,
4,
"TRZ",
"A"
],
[
"N1",
79,
5,
"HAC",
"A"
],
[
"N",
115,
7,
"SER",
"A"
],
[
"N4",
145,
9,
"TRZ",
"A"
],
[
"N4A",
146,
9,
"TRZ",
"A"
],
[
"N2",
147,
9,
"TRZ",
"A"
]
],
"hovertemplate": "atom_element=N
x=%{x}
y=%{y}
z=%{z}
atom_id=%{customdata[0]}
atom_serial=%{customdata[1]}
residue_serial=%{customdata[2]}
residue_name=%{customdata[3]}
chain_id=%{customdata[4]}",
"legendgroup": "N",
"marker": {
"color": "blue",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "N",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-10.700958500992595,
-7.554703280521888,
-7.576391461893325,
-7.920741980970259,
-8.180803822081387,
-17.20108601933986,
-12.137967268731707,
-12.027783736796492,
-10.85967536476393
],
"y": [
-12.06408609337803,
-8.365567263052778,
-7.072587423116862,
-6.368059714193584,
-7.450653808231422,
-7.190150365318914,
-6.423222956490746,
-6.776380721164835,
-7.392961358240265
],
"z": [
-17.366347726796135,
-13.403804342611831,
-13.766232564896043,
-12.693911159080244,
-9.586134816519802,
-5.630818377309851,
-9.088251702516896,
-10.379282547439164,
-10.521271699035694
]
},
{
"customdata": [
[
"Cl1",
160,
10,
"CBZ",
"A"
],
[
"Cl4",
161,
10,
"CBZ",
"A"
]
],
"hovertemplate": "atom_element=Cl
x=%{x}
y=%{y}
z=%{z}
atom_id=%{customdata[0]}
atom_serial=%{customdata[1]}
residue_serial=%{customdata[2]}
residue_name=%{customdata[3]}
chain_id=%{customdata[4]}",
"legendgroup": "Cl",
"marker": {
"color": "green",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "Cl",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-1.619884276387117,
-4.548947745009174
],
"y": [
-2.7485359966453515,
-7.022790837031114
],
"z": [
-9.085478997998212,
-12.569325759298518
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.607011048158789,
-9.920695039317497
],
"y": [
-11.831429535921341,
-12.426293710305679
],
"z": [
-19.005580111755858,
-17.97906957711689
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.297752690047643,
-5.12377066777798
],
"y": [
-15.191122716971556,
-15.63689729495583
],
"z": [
-22.508081175603508,
-21.04299334835563
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.297752690047643,
-6.655352065636089
],
"y": [
-15.191122716971556,
-15.6098826979296
],
"z": [
-22.508081175603508,
-23.078109520293363
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.297752690047643,
-5.143109966166693
],
"y": [
-15.191122716971556,
-13.6716753553622
],
"z": [
-22.508081175603508,
-22.60918450516813
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.297752690047643,
-4.504857806955906
],
"y": [
-15.191122716971556,
-15.662561208651741
],
"z": [
-22.508081175603508,
-23.10178583528646
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.12377066777798,
-6.208576000904945
],
"y": [
-15.63689729495583,
-15.13728795349813
],
"z": [
-21.04299334835563,
-20.120219543380927
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.12377066777798,
-4.14362431071145
],
"y": [
-15.63689729495583,
-15.314159593867245
],
"z": [
-21.04299334835563,
-20.66705300066034
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.12377066777798,
-5.09757055280434
],
"y": [
-15.63689729495583,
-16.73431322849775
],
"z": [
-21.04299334835563,
-21.001873611200697
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.208576000904945,
-6.047117542060166
],
"y": [
-15.13728795349813,
-13.919265723063443
],
"z": [
-20.120219543380927,
-19.47906775773701
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.208576000904945,
-7.346167703106477
],
"y": [
-15.13728795349813,
-15.905741565896587
],
"z": [
-20.120219543380927,
-19.929961154146742
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.199903611994673,
-9.271578508800394
],
"y": [
-14.220225366343108,
-13.727073715277495
],
"z": [
-18.424297526732694,
-17.511767738392763
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.199903611994673,
-7.049166580340891
],
"y": [
-14.220225366343108,
-13.45782258677568
],
"z": [
-18.424297526732694,
-18.625502958290838
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.199903611994673,
-8.348374140327945
],
"y": [
-14.220225366343108,
-15.444228973464934
],
"z": [
-18.424297526732694,
-19.07641639010746
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.271578508800394,
-8.79622762758732
],
"y": [
-13.727073715277495,
-13.541912173489479
],
"z": [
-17.511767738392763,
-16.060293273177255
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.271578508800394,
-9.920695039317497
],
"y": [
-13.727073715277495,
-12.426293710305679
],
"z": [
-17.511767738392763,
-17.97906957711689
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.271578508800394,
-10.091815084037249
],
"y": [
-13.727073715277495,
-14.457369955336297
],
"z": [
-17.511767738392763,
-17.489766320263392
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.655352065636089,
-7.489712057062171
],
"y": [
-15.6098826979296,
-15.063775506015126
],
"z": [
-23.078109520293363,
-22.62701418708012
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.655352065636089,
-6.8226907325827835
],
"y": [
-15.6098826979296,
-16.683671265433087
],
"z": [
-23.078109520293363,
-22.9444603420568
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.655352065636089,
-6.68633179865547
],
"y": [
-15.6098826979296,
-15.406061779627173
],
"z": [
-23.078109520293363,
-24.15456421483671
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.143109966166693,
-5.09918306222202
],
"y": [
-13.6716753553622,
-13.371593758508016
],
"z": [
-22.60918450516813,
-23.6623968352988
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.143109966166693,
-5.9821091860210585
],
"y": [
-13.6716753553622,
-13.131107621615254
],
"z": [
-22.60918450516813,
-22.160312224540938
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.143109966166693,
-4.214750598473092
],
"y": [
-13.6716753553622,
-13.334762206561315
],
"z": [
-22.60918450516813,
-22.136126628602696
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.047117542060166,
-7.049166580340891
],
"y": [
-13.919265723063443,
-13.45782258677568
],
"z": [
-19.47906775773701,
-18.625502958290838
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.047117542060166,
-5.1529710279944405
],
"y": [
-13.919265723063443,
-13.319563344615922
],
"z": [
-19.47906775773701,
-19.6220496050761
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.346167703106477,
-8.348374140327945
],
"y": [
-15.905741565896587,
-15.444228973464934
],
"z": [
-19.929961154146742,
-19.07641639010746
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.346167703106477,
-7.470914617770797
],
"y": [
-15.905741565896587,
-16.863272636598573
],
"z": [
-19.929961154146742,
-20.42715013825846
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.049166580340891,
-6.914188298217319
],
"y": [
-13.45782258677568,
-12.501771569909575
],
"z": [
-18.625502958290838,
-18.126976603416544
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.348374140327945,
-9.237637502792651
],
"y": [
-15.444228973464934,
-16.051373060714216
],
"z": [
-19.07641639010746,
-18.92971489217306
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.79622762758732,
-8.351757109898895
],
"y": [
-13.541912173489479,
-14.465297135272298
],
"z": [
-16.060293273177255,
-15.673175976664762
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.79622762758732,
-9.63582865595671
],
"y": [
-13.541912173489479,
-13.270590565180854
],
"z": [
-16.060293273177255,
-15.410580230345367
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.79622762758732,
-8.050623385394795
],
"y": [
-13.541912173489479,
-12.743610654934546
],
"z": [
-16.060293273177255,
-15.97496297669709
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.920695039317497,
-10.700958500992595
],
"y": [
-12.426293710305679,
-12.06408609337803
],
"z": [
-17.97906957711689,
-17.366347726796135
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.700958500992595,
-10.274751751966784
],
"y": [
-12.06408609337803,
-10.747463917182309
],
"z": [
-17.366347726796135,
-16.87360960950206
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.700958500992595,
-10.745506081261
],
"y": [
-12.06408609337803,
-12.673505900788928
],
"z": [
-17.366347726796135,
-16.563200784183827
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.274751751966784,
-10.095417291980276
],
"y": [
-10.747463917182309,
-10.805598689900933
],
"z": [
-16.87360960950206,
-15.378712121490828
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.274751751966784,
-11.337978857521515
],
"y": [
-10.747463917182309,
-9.705107620157403
],
"z": [
-16.87360960950206,
-17.2200103486269
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.274751751966784,
-9.33010314823311
],
"y": [
-10.747463917182309,
-10.47334003941749
],
"z": [
-16.87360960950206,
-17.342607600012904
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.095417291980276,
-10.763685452185811
],
"y": [
-10.805598689900933,
-11.563743892827418
],
"z": [
-15.378712121490828,
-14.718923126936453
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.095417291980276,
-9.191856206633043
],
"y": [
-10.805598689900933,
-10.013770203019655
],
"z": [
-15.378712121490828,
-14.781014863332956
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.337978857521515,
-11.50896606714716
],
"y": [
-9.705107620157403,
-9.650781647381358
],
"z": [
-17.2200103486269,
-18.637024485051228
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.337978857521515,
-12.282448904681818
],
"y": [
-9.705107620157403,
-9.98039472138674
],
"z": [
-17.2200103486269,
-16.75022812044691
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.337978857521515,
-11.022040373997243
],
"y": [
-9.705107620157403,
-8.728455422759726
],
"z": [
-17.2200103486269,
-16.854493782727786
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.50896606714716,
-12.30128483266993
],
"y": [
-9.650781647381358,
-8.789755385154429
],
"z": [
-18.637024485051228,
-18.8554846144062
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.191856206633043,
-8.358915550786934
],
"y": [
-10.013770203019655,
-9.697958632601829
],
"z": [
-14.781014863332956,
-15.300617520736214
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.412105913686256,
-13.722423877428685
],
"y": [
-7.692995890345594,
-7.4826162959400415
],
"z": [
-20.600706178138573,
-21.978755450710665
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.412105913686256,
-12.521267134737876
],
"y": [
-7.692995890345594,
-8.69689695837712
],
"z": [
-20.600706178138573,
-20.342498208612163
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.982358657537002,
-12.521267134737876
],
"y": [
-9.411179512222656,
-8.69689695837712
],
"z": [
-21.17690083712728,
-20.342498208612163
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.722423877428685,
-12.4327152001762
],
"y": [
-7.4826162959400415,
-7.131918535849335
],
"z": [
-21.978755450710665,
-22.719443616463984
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.722423877428685,
-14.717253461741251
],
"y": [
-7.4826162959400415,
-6.326542832536014
],
"z": [
-21.978755450710665,
-22.055029793641268
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.722423877428685,
-14.341624636009373
],
"y": [
-7.4826162959400415,
-8.762289495017486
],
"z": [
-21.978755450710665,
-22.538947546456384
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.4327152001762,
-11.77847909543308
],
"y": [
-7.131918535849335,
-7.9838185319138235
],
"z": [
-22.719443616463984,
-22.92083913765517
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.4327152001762,
-11.84391787806339
],
"y": [
-7.131918535849335,
-6.397775451869593
],
"z": [
-22.719443616463984,
-22.156941851384538
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.4327152001762,
-12.661284895974772
],
"y": [
-7.131918535849335,
-6.697741189777068
],
"z": [
-22.719443616463984,
-23.70011501215174
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.717253461741251,
-15.623930990431912
],
"y": [
-6.326542832536014,
-6.555930718230136
],
"z": [
-22.055029793641268,
-21.4835290789749
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.717253461741251,
-14.292748821963917
],
"y": [
-6.326542832536014,
-5.418818125222595
],
"z": [
-22.055029793641268,
-21.610670123396197
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.717253461741251,
-15.005914524127924
],
"y": [
-6.326542832536014,
-6.104104312088518
],
"z": [
-22.055029793641268,
-23.087453168852683
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.341624636009373,
-13.627117704486416
],
"y": [
-8.762289495017486,
-9.566806728414976
],
"z": [
-22.538947546456384,
-22.729781285538635
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.341624636009373,
-14.827636579190024
],
"y": [
-8.762289495017486,
-8.562577824343354
],
"z": [
-22.538947546456384,
-23.501463052659965
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.341624636009373,
-15.100813584132936
],
"y": [
-8.762289495017486,
-9.161329677634725
],
"z": [
-22.538947546456384,
-21.856113742589123
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.521267134737876,
-12.30128483266993
],
"y": [
-8.69689695837712,
-8.789755385154429
],
"z": [
-20.342498208612163,
-18.8554846144062
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.30128483266993,
-11.894470708868177
],
"y": [
-8.789755385154429,
-7.844933553234129
],
"z": [
-18.8554846144062,
-18.486301862097573
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.30128483266993,
-13.239407108525794
],
"y": [
-8.789755385154429,
-9.027765536012447
],
"z": [
-18.8554846144062,
-18.34724996030284
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.554703280521888,
-7.576391461893325
],
"y": [
-8.365567263052778,
-7.072587423116862
],
"z": [
-13.403804342611831,
-13.766232564896043
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.554703280521888,
-7.208198030403372
],
"y": [
-8.365567263052778,
-9.391098943035583
],
"z": [
-13.403804342611831,
-14.354493237567452
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.554703280521888,
-7.8838098294082535
],
"y": [
-8.365567263052778,
-8.524638868577416
],
"z": [
-13.403804342611831,
-12.092768765750574
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.576391461893325,
-7.920741980970259
],
"y": [
-7.072587423116862,
-6.368059714193584
],
"z": [
-13.766232564896043,
-12.693911159080244
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.920741980970259,
-8.112568560491539
],
"y": [
-6.368059714193584,
-7.2424781061758985
],
"z": [
-12.693911159080244,
-11.660477518660004
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.208198030403372,
-8.358915550786934
],
"y": [
-9.391098943035583,
-9.697958632601829
],
"z": [
-14.354493237567452,
-15.300617520736214
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.208198030403372,
-6.924237838980305
],
"y": [
-9.391098943035583,
-10.2905053561033
],
"z": [
-14.354493237567452,
-13.797472902373446
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.208198030403372,
-6.328975385566462
],
"y": [
-9.391098943035583,
-9.047994501108636
],
"z": [
-14.354493237567452,
-14.910480937733555
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.8838098294082535,
-8.112568560491539
],
"y": [
-8.524638868577416,
-7.2424781061758985
],
"z": [
-12.092768765750574,
-11.660477518660004
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.8838098294082535,
-7.924972635839811
],
"y": [
-8.524638868577416,
-9.488194766798568
],
"z": [
-12.092768765750574,
-11.604770164963739
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.112568560491539,
-8.503198226637698
],
"y": [
-7.2424781061758985,
-6.771165293009745
],
"z": [
-11.660477518660004,
-10.325717466788529
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.358915550786934,
-8.072674401304775
],
"y": [
-9.697958632601829,
-10.488032328939973
],
"z": [
-15.300617520736214,
-16.001723631605117
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.358915550786934,
-8.642366844428972
],
"y": [
-9.697958632601829,
-8.813567183241148
],
"z": [
-15.300617520736214,
-15.881165114332447
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.503198226637698,
-9.591493968734518
],
"y": [
-6.771165293009745,
-6.6797359811359955
],
"z": [
-10.325717466788529,
-10.256147942827148
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.503198226637698,
-8.06573169859572
],
"y": [
-6.771165293009745,
-5.793263627185734
],
"z": [
-10.325717466788529,
-10.100995886112498
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.503198226637698,
-8.180803822081387
],
"y": [
-6.771165293009745,
-7.450653808231422
],
"z": [
-10.325717466788529,
-9.586134816519802
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.632199165983951,
-5.972886582814037
],
"y": [
-6.762319569045305,
-6.572218148867556
],
"z": [
-9.530382328793367,
-9.93021536944894
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.632199165983951,
-3.8788177839727904
],
"y": [
-6.762319569045305,
-5.852330319164043
],
"z": [
-9.530382328793367,
-10.185293705941069
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.435186071190205,
-6.855388596202843
],
"y": [
-8.419698932497841,
-7.580300889482639
],
"z": [
-8.441598807951664,
-9.232760392809807
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.180803822081387,
-6.855388596202843
],
"y": [
-7.450653808231422,
-7.580300889482639
],
"z": [
-9.586134816519802,
-9.232760392809807
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.180803822081387,
-8.925817773413577
],
"y": [
-7.450653808231422,
-8.034850419985911
],
"z": [
-9.586134816519802,
-9.121891836815326
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.972886582814037,
-6.855388596202843
],
"y": [
-6.572218148867556,
-7.580300889482639
],
"z": [
-9.93021536944894,
-9.232760392809807
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.972886582814037,
-6.049088032394564
],
"y": [
-6.572218148867556,
-6.687157216667446
],
"z": [
-9.93021536944894,
-11.015580487635035
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.972886582814037,
-6.282641530090604
],
"y": [
-6.572218148867556,
-5.561201655195443
],
"z": [
-9.93021536944894,
-9.650521497223185
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-18.716704848086565,
-17.972803154727373
],
"y": [
-6.891723362148694,
-6.549855213624934
],
"z": [
-6.876520510613491,
-5.96234254673433
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-23.608441395704297,
-22.44772043012118
],
"y": [
-2.7038611092519336,
-1.913687154612374
],
"z": [
-7.6873736844146245,
-7.051906123114195
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-23.608441395704297,
-24.171782765965162
],
"y": [
-2.7038611092519336,
-3.7617686012175424
],
"z": [
-7.6873736844146245,
-6.735088780094682
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-23.608441395704297,
-23.133157641342592
],
"y": [
-2.7038611092519336,
-3.3740306549074432
],
"z": [
-7.6873736844146245,
-8.978820420798172
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-23.608441395704297,
-24.40564326393436
],
"y": [
-2.7038611092519336,
-1.9926719733640628
],
"z": [
-7.6873736844146245,
-7.936574335066978
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-22.44772043012118,
-21.31112986066129
],
"y": [
-1.913687154612374,
-2.781385199129023
],
"z": [
-7.051906123114195,
-6.56901319403279
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-22.44772043012118,
-22.065921853059407
],
"y": [
-1.913687154612374,
-1.1705026254776874
],
"z": [
-7.051906123114195,
-7.76470641226149
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-22.44772043012118,
-22.83262873982776
],
"y": [
-1.913687154612374,
-1.326715776674586
],
"z": [
-7.051906123114195,
-6.206915469556045
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-21.31112986066129,
-20.26948683242847
],
"y": [
-2.781385199129023,
-3.0792484970083827
],
"z": [
-6.56901319403279,
-7.433293158807167
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-21.31112986066129,
-21.32904893067729
],
"y": [
-2.781385199129023,
-3.2639897973136245
],
"z": [
-6.56901319403279,
-5.269934367040049
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-19.222895830010494,
-18.09936909768234
],
"y": [
-4.3735683449514795,
-5.23028913133194
],
"z": [
-5.682011281187715,
-5.204399068270502
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-19.222895830010494,
-19.218532439184102
],
"y": [
-4.3735683449514795,
-3.8803829924550124
],
"z": [
-5.682011281187715,
-6.986881584667505
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-19.222895830010494,
-20.278072305669085
],
"y": [
-4.3735683449514795,
-4.065293174480319
],
"z": [
-5.682011281187715,
-4.823491412758528
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-18.09936909768234,
-16.7363727432134
],
"y": [
-5.23028913133194,
-4.51727414403957
],
"z": [
-5.204399068270502,
-5.233927793282268
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-18.09936909768234,
-17.972803154727373
],
"y": [
-5.23028913133194,
-6.549855213624934
],
"z": [
-5.204399068270502,
-5.96234254673433
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-18.09936909768234,
-18.28568878474291
],
"y": [
-5.23028913133194,
-5.522649394561956
],
"z": [
-5.204399068270502,
-4.162086662752016
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-24.171782765965162,
-23.473393315195644
],
"y": [
-3.7617686012175424,
-4.585609436873817
],
"z": [
-6.735088780094682,
-6.557845691205446
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-24.171782765965162,
-24.44529687194011
],
"y": [
-3.7617686012175424,
-3.317398262109535
],
"z": [
-6.735088780094682,
-5.772482289594148
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-24.171782765965162,
-25.080637825310518
],
"y": [
-3.7617686012175424,
-4.20112987913332
],
"z": [
-6.735088780094682,
-7.161939536882776
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-23.133157641342592,
-23.99045481053264
],
"y": [
-3.3740306549074432,
-3.7943100370689553
],
"z": [
-8.978820420798172,
-9.517003990436546
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-23.133157641342592,
-22.43852000206777
],
"y": [
-3.3740306549074432,
-4.199493004189259
],
"z": [
-8.978820420798172,
-8.795217724682818
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-23.133157641342592,
-22.652017357226192
],
"y": [
-3.3740306549074432,
-2.652039987783284
],
"z": [
-8.978820420798172,
-9.646936311632997
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-20.26948683242847,
-19.218532439184102
],
"y": [
-3.0792484970083827,
-3.8803829924550124
],
"z": [
-7.433293158807167,
-6.986881584667505
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-20.26948683242847,
-20.251017949765902
],
"y": [
-3.0792484970083827,
-2.6958533203849973
],
"z": [
-7.433293158807167,
-8.449291081499485
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-21.32904893067729,
-20.278072305669085
],
"y": [
-3.2639897973136245,
-4.065293174480319
],
"z": [
-5.269934367040049,
-4.823491412758528
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-21.32904893067729,
-22.141824717807246
],
"y": [
-3.2639897973136245,
-3.0260751245418405
],
"z": [
-5.269934367040049,
-4.5899221919025965
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-19.218532439184102,
-18.406007081713874
],
"y": [
-3.8803829924550124,
-4.108841142373238
],
"z": [
-6.986881584667505,
-7.6712722824445825
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-20.278072305669085,
-20.296407730042887
],
"y": [
-4.065293174480319,
-4.439885176960187
],
"z": [
-4.823491412758528,
-3.803550608647252
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-16.7363727432134,
-16.773832827888512
],
"y": [
-4.51727414403957,
-3.5778078548687002
],
"z": [
-5.233927793282268,
-4.671741468681914
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-16.7363727432134,
-15.960165194176174
],
"y": [
-4.51727414403957,
-5.149278817692986
],
"z": [
-5.233927793282268,
-4.788120353575535
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-16.7363727432134,
-16.418661609615867
],
"y": [
-4.51727414403957,
-4.288900844832557
],
"z": [
-5.233927793282268,
-6.2573522075882115
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-17.972803154727373,
-17.20108601933986
],
"y": [
-6.549855213624934,
-7.190150365318914
],
"z": [
-5.96234254673433,
-5.630818377309851
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-17.20108601933986,
-16.539989067705474
],
"y": [
-7.190150365318914,
-7.713199378924089
],
"z": [
-5.630818377309851,
-6.833859336673408
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-17.20108601933986,
-16.524997591391813
],
"y": [
-7.190150365318914,
-6.6087369374611855
],
"z": [
-5.630818377309851,
-5.158288099442434
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-16.539989067705474,
-15.04645692798993
],
"y": [
-7.713199378924089,
-7.586341107818801
],
"z": [
-6.833859336673408,
-6.680471831677505
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-16.539989067705474,
-16.910840096357028
],
"y": [
-7.713199378924089,
-9.184492495821765
],
"z": [
-6.833859336673408,
-7.020187216277103
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-16.539989067705474,
-16.86579172504986
],
"y": [
-7.713199378924089,
-7.14293538615087
],
"z": [
-6.833859336673408,
-7.703408419252236
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.04645692798993,
-14.544644091225337
],
"y": [
-7.586341107818801,
-7.642122937417676
],
"z": [
-6.680471831677505,
-5.584223564018734
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.04645692798993,
-14.274168471976532
],
"y": [
-7.586341107818801,
-7.411114519775721
],
"z": [
-6.680471831677505,
-7.763764582299996
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-16.910840096357028,
-18.326751343368038
],
"y": [
-9.184492495821765,
-9.305014963687164
],
"z": [
-7.020187216277103,
-7.164363064904313
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-16.910840096357028,
-16.58435010078279
],
"y": [
-9.184492495821765,
-9.75390547113684
],
"z": [
-7.020187216277103,
-6.149741843876996
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-16.910840096357028,
-16.420462993080488
],
"y": [
-9.184492495821765,
-9.572649955670023
],
"z": [
-7.020187216277103,
-7.912450116405901
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-18.326751343368038,
-18.562543558277174
],
"y": [
-9.305014963687164,
-10.464929726111357
],
"z": [
-7.164363064904313,
-7.290298976623296
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.274168471976532,
-14.49136826807498
],
"y": [
-7.411114519775721,
-6.659807640046239
],
"z": [
-7.763764582299996,
-8.435981977788686
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-20.200347088095448,
-21.459390780829576
],
"y": [
-12.080827595848591,
-12.50908828551371
],
"z": [
-6.855469306185032,
-6.334913476831529
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-20.200347088095448,
-19.913867412517227
],
"y": [
-12.080827595848591,
-10.75448114997875
],
"z": [
-6.855469306185032,
-6.6917105170802635
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-20.632118600213285,
-19.913867412517227
],
"y": [
-9.92625036265724,
-10.75448114997875
],
"z": [
-6.148572731333397,
-6.6917105170802635
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-21.459390780829576,
-22.56765944036835
],
"y": [
-12.50908828551371,
-11.726337069057394
],
"z": [
-6.334913476831529,
-7.0377630065463235
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-21.459390780829576,
-21.591706106619547
],
"y": [
-12.50908828551371,
-14.003124285757597
],
"z": [
-6.334913476831529,
-6.62189538311892
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-21.459390780829576,
-21.478004284909918
],
"y": [
-12.50908828551371,
-12.247287241750282
],
"z": [
-6.334913476831529,
-4.82962213926586
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-22.56765944036835,
-22.689632493412432
],
"y": [
-11.726337069057394,
-10.69816364631356
],
"z": [
-7.0377630065463235,
-6.6880479409653
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-22.56765944036835,
-22.391840352279775
],
"y": [
-11.726337069057394,
-11.681509410025335
],
"z": [
-7.0377630065463235,
-8.119028339038486
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-22.56765944036835,
-23.538547314916865
],
"y": [
-11.726337069057394,
-12.209684093532443
],
"z": [
-7.0377630065463235,
-6.875828300612734
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-21.591706106619547,
-20.77002446500484
],
"y": [
-14.003124285757597,
-14.561806731572593
],
"z": [
-6.62189538311892,
-6.159284083460637
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-21.591706106619547,
-21.5311254217188
],
"y": [
-14.003124285757597,
-14.198673989361202
],
"z": [
-6.62189538311892,
-7.69879563107018
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-21.591706106619547,
-22.53831808785745
],
"y": [
-14.003124285757597,
-14.407890106051592
],
"z": [
-6.62189538311892,
-6.249346704824941
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-21.478004284909918,
-21.618166237191616
],
"y": [
-12.247287241750282,
-11.199544240212235
],
"z": [
-4.82962213926586,
-4.552539336009101
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-21.478004284909918,
-22.30374439098922
],
"y": [
-12.247287241750282,
-12.792291892623155
],
"z": [
-4.82962213926586,
-4.3567038929070705
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-21.478004284909918,
-20.544234556845637
],
"y": [
-12.247287241750282,
-12.58159056246475
],
"z": [
-4.82962213926586,
-4.362526523026473
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-19.913867412517227,
-18.562543558277174
],
"y": [
-10.75448114997875,
-10.464929726111357
],
"z": [
-6.6917105170802635,
-7.290298976623296
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-18.562543558277174,
-18.577377640428345
],
"y": [
-10.464929726111357,
-10.69997791399199
],
"z": [
-7.290298976623296,
-8.357545072601528
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-18.562543558277174,
-17.789387814644464
],
"y": [
-10.464929726111357,
-11.04585352056229
],
"z": [
-7.290298976623296,
-6.780610403935538
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.137967268731707,
-12.027783736796492
],
"y": [
-6.423222956490746,
-6.776380721164835
],
"z": [
-9.088251702516896,
-10.379282547439164
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.137967268731707,
-13.304887423797604
],
"y": [
-6.423222956490746,
-5.724700153912103
],
"z": [
-9.088251702516896,
-8.612905790597303
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.137967268731707,
-11.046403200616563
],
"y": [
-6.423222956490746,
-6.802918969751137
],
"z": [
-9.088251702516896,
-8.369399838281938
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.027783736796492,
-10.85967536476393
],
"y": [
-6.776380721164835,
-7.392961358240265
],
"z": [
-10.379282547439164,
-10.521271699035694
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.85967536476393,
-10.246277476695196
],
"y": [
-7.392961358240265,
-7.417497315506808
],
"z": [
-10.521271699035694,
-9.299579811645987
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.304887423797604,
-14.49136826807498
],
"y": [
-5.724700153912103,
-6.659807640046239
],
"z": [
-8.612905790597303,
-8.435981977788686
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.304887423797604,
-13.051964980204449
],
"y": [
-5.724700153912103,
-5.247442908233284
],
"z": [
-8.612905790597303,
-7.659966810927602
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.304887423797604,
-13.53769655965293
],
"y": [
-5.724700153912103,
-4.933752732970419
],
"z": [
-8.612905790597303,
-9.3340697966098
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.046403200616563,
-10.246277476695196
],
"y": [
-6.802918969751137,
-7.417497315506808
],
"z": [
-8.369399838281938,
-9.299579811645987
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.046403200616563,
-10.9384069463218
],
"y": [
-6.802918969751137,
-6.612774487423724
],
"z": [
-8.369399838281938,
-7.310882542769608
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.246277476695196,
-8.925817773413577
],
"y": [
-7.417497315506808,
-8.034850419985911
],
"z": [
-9.299579811645987,
-9.121891836815326
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.49136826807498,
-15.358042321000827
],
"y": [
-6.659807640046239,
-6.10583394524814
],
"z": [
-8.435981977788686,
-8.062231457445437
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.49136826807498,
-14.771049190817326
],
"y": [
-6.659807640046239,
-7.130398653962758
],
"z": [
-8.435981977788686,
-9.38458677383128
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.925817773413577,
-8.907230013169714
],
"y": [
-8.034850419985911,
-9.03328398804555
],
"z": [
-9.121891836815326,
-9.56988293643765
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.925817773413577,
-8.667931517400762
],
"y": [
-8.034850419985911,
-8.134032979595155
],
"z": [
-9.121891836815326,
-8.062728998140813
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-1.619884276387117,
-2.4254030865796503
],
"y": [
-2.7485359966453515,
-3.9266965134373106
],
"z": [
-9.085478997998212,
-10.05644071356609
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.548947745009174,
-3.7517036575845077
],
"y": [
-7.022790837031114,
-5.855227658438444
],
"z": [
-12.569325759298518,
-11.574395827564125
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.2983487693650555,
-2.4254030865796503
],
"y": [
-3.929673518976956,
-3.9266965134373106
],
"z": [
-11.44555156152429,
-10.05644071356609
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.2983487693650555,
-2.9614238959949484
],
"y": [
-3.929673518976956,
-4.893928195758211
],
"z": [
-11.44555156152429,
-12.204570740959321
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.2983487693650555,
-1.4621948814272954
],
"y": [
-3.929673518976956,
-2.9165443874549943
],
"z": [
-11.44555156152429,
-12.158552738625788
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.4254030865796503,
-3.2156828481692106
],
"y": [
-3.9266965134373106,
-4.8879959761175416
],
"z": [
-10.05644071356609,
-9.426265800170896
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.9614238959949484,
-3.7517036575845077
],
"y": [
-4.893928195758211,
-5.855227658438444
],
"z": [
-12.204570740959321,
-11.574395827564125
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.9614238959949484,
-2.863168366122844
],
"y": [
-4.893928195758211,
-4.8970947203777655
],
"z": [
-12.204570740959321,
-13.287994274934556
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-1.4621948814272954,
-0.4179817152643164
],
"y": [
-2.9165443874549943,
-2.9839213476935607
],
"z": [
-12.158552738625788,
-11.836064073955393
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-1.4621948814272954,
-1.4742902176906525
],
"y": [
-2.9165443874549943,
-3.0667631458373514
],
"z": [
-12.158552738625788,
-13.243684162680376
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-1.4621948814272954,
-1.8383725853299442
],
"y": [
-2.9165443874549943,
-1.9056086514680564
],
"z": [
-12.158552738625788,
-11.96930913162392
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-3.7517036575845077,
-3.8788177839727904
],
"y": [
-5.855227658438444,
-5.852330319164043
],
"z": [
-11.574395827564125,
-10.185293705941069
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-3.2156828481692106,
-3.8788177839727904
],
"y": [
-4.8879959761175416,
-5.852330319164043
],
"z": [
-9.426265800170896,
-10.185293705941069
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-3.2156828481692106,
-3.314030476234435
],
"y": [
-4.8879959761175416,
-4.8844168282223865
],
"z": [
-9.426265800170896,
-8.342540173568715
]
}
],
"layout": {
"scene": {
"xaxis": {
"showgrid": false,
"showline": false,
"showticklabels": false
},
"yaxis": {
"showgrid": false,
"showline": false,
"showticklabels": false
},
"zaxis": {
"showgrid": false,
"showline": false,
"showticklabels": false
}
},
"template": {
"data": {
"bar": [
{
"error_x": {
"color": "rgb(36,36,36)"
},
"error_y": {
"color": "rgb(36,36,36)"
},
"marker": {
"line": {
"color": "white",
"width": 0.5
},
"pattern": {
"fillmode": "overlay",
"size": 10,
"solidity": 0.2
}
},
"type": "bar"
}
],
"barpolar": [
{
"marker": {
"line": {
"color": "white",
"width": 0.5
},
"pattern": {
"fillmode": "overlay",
"size": 10,
"solidity": 0.2
}
},
"type": "barpolar"
}
],
"carpet": [
{
"aaxis": {
"endlinecolor": "rgb(36,36,36)",
"gridcolor": "white",
"linecolor": "white",
"minorgridcolor": "white",
"startlinecolor": "rgb(36,36,36)"
},
"baxis": {
"endlinecolor": "rgb(36,36,36)",
"gridcolor": "white",
"linecolor": "white",
"minorgridcolor": "white",
"startlinecolor": "rgb(36,36,36)"
},
"type": "carpet"
}
],
"choropleth": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"type": "choropleth"
}
],
"contour": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "contour"
}
],
"contourcarpet": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"type": "contourcarpet"
}
],
"heatmap": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "heatmap"
}
],
"heatmapgl": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "heatmapgl"
}
],
"histogram": [
{
"marker": {
"line": {
"color": "white",
"width": 0.6
}
},
"type": "histogram"
}
],
"histogram2d": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "histogram2d"
}
],
"histogram2dcontour": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "histogram2dcontour"
}
],
"mesh3d": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"type": "mesh3d"
}
],
"parcoords": [
{
"line": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "parcoords"
}
],
"pie": [
{
"automargin": true,
"type": "pie"
}
],
"scatter": [
{
"fillpattern": {
"fillmode": "overlay",
"size": 10,
"solidity": 0.2
},
"type": "scatter"
}
],
"scatter3d": [
{
"line": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scatter3d"
}
],
"scattercarpet": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scattercarpet"
}
],
"scattergeo": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scattergeo"
}
],
"scattergl": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scattergl"
}
],
"scattermapbox": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scattermapbox"
}
],
"scatterpolar": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scatterpolar"
}
],
"scatterpolargl": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scatterpolargl"
}
],
"scatterternary": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scatterternary"
}
],
"surface": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "surface"
}
],
"table": [
{
"cells": {
"fill": {
"color": "rgb(237,237,237)"
},
"line": {
"color": "white"
}
},
"header": {
"fill": {
"color": "rgb(217,217,217)"
},
"line": {
"color": "white"
}
},
"type": "table"
}
]
},
"layout": {
"annotationdefaults": {
"arrowhead": 0,
"arrowwidth": 1
},
"autotypenumbers": "strict",
"coloraxis": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"colorscale": {
"diverging": [
[
0,
"rgb(103,0,31)"
],
[
0.1,
"rgb(178,24,43)"
],
[
0.2,
"rgb(214,96,77)"
],
[
0.3,
"rgb(244,165,130)"
],
[
0.4,
"rgb(253,219,199)"
],
[
0.5,
"rgb(247,247,247)"
],
[
0.6,
"rgb(209,229,240)"
],
[
0.7,
"rgb(146,197,222)"
],
[
0.8,
"rgb(67,147,195)"
],
[
0.9,
"rgb(33,102,172)"
],
[
1,
"rgb(5,48,97)"
]
],
"sequential": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"sequentialminus": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
]
},
"colorway": [
"#1F77B4",
"#FF7F0E",
"#2CA02C",
"#D62728",
"#9467BD",
"#8C564B",
"#E377C2",
"#7F7F7F",
"#BCBD22",
"#17BECF"
],
"font": {
"color": "rgb(36,36,36)"
},
"geo": {
"bgcolor": "white",
"lakecolor": "white",
"landcolor": "white",
"showlakes": true,
"showland": true,
"subunitcolor": "white"
},
"hoverlabel": {
"align": "left"
},
"hovermode": "closest",
"mapbox": {
"style": "light"
},
"paper_bgcolor": "white",
"plot_bgcolor": "white",
"polar": {
"angularaxis": {
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside"
},
"bgcolor": "white",
"radialaxis": {
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside"
}
},
"scene": {
"xaxis": {
"backgroundcolor": "white",
"gridcolor": "rgb(232,232,232)",
"gridwidth": 2,
"linecolor": "rgb(36,36,36)",
"showbackground": true,
"showgrid": false,
"showline": true,
"ticks": "outside",
"zeroline": false,
"zerolinecolor": "rgb(36,36,36)"
},
"yaxis": {
"backgroundcolor": "white",
"gridcolor": "rgb(232,232,232)",
"gridwidth": 2,
"linecolor": "rgb(36,36,36)",
"showbackground": true,
"showgrid": false,
"showline": true,
"ticks": "outside",
"zeroline": false,
"zerolinecolor": "rgb(36,36,36)"
},
"zaxis": {
"backgroundcolor": "white",
"gridcolor": "rgb(232,232,232)",
"gridwidth": 2,
"linecolor": "rgb(36,36,36)",
"showbackground": true,
"showgrid": false,
"showline": true,
"ticks": "outside",
"zeroline": false,
"zerolinecolor": "rgb(36,36,36)"
}
},
"shapedefaults": {
"fillcolor": "black",
"line": {
"width": 0
},
"opacity": 0.3
},
"ternary": {
"aaxis": {
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside"
},
"baxis": {
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside"
},
"bgcolor": "white",
"caxis": {
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside"
}
},
"title": {
"x": 0.05
},
"xaxis": {
"automargin": true,
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside",
"title": {
"standoff": 15
},
"zeroline": false,
"zerolinecolor": "rgb(36,36,36)"
},
"yaxis": {
"automargin": true,
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside",
"title": {
"standoff": 15
},
"zeroline": false,
"zerolinecolor": "rgb(36,36,36)"
}
}
}
}
},
"text/html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# apply the solution to a copy of the molecule\n",
"mol_opt_manual = bb.optimizers.apply_solution(sol, env, mol.copy())\n",
"\n",
"# show the optimized molecule\n",
"mol_opt_manual.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Combining custom and quick\n",
"\n",
"So, now we have seen how we can manually set up a complete optimization workflow. In parctice we do not need to perform each step that thoroughly, however. For once, we can use the `optimize` function to pass a _Rotatron_ we want to optimize, specify an algorithm, and a molecule, and at least the entire \"apply-solution\" procedure is handled for us automatically. We can also pass Rotatron environments to the `Molecule.optimize` method as well. If you check out the docstrings of the optimize function and method you will see how easily we can specify our own settings to fine tune optimizations without needing to setup everything on our own.\n",
"\n",
"As one final example let's optimize the molecule again but using a higher `unfold=3`."
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.plotly.v1+json": {
"config": {
"plotlyServerURL": "https://plot.ly"
},
"data": [
{
"customdata": [
[
"O7",
1,
1,
"PRP",
"A"
],
[
"O",
35,
2,
"SER",
"A"
],
[
"OG",
37,
2,
"SER",
"A"
],
[
"OXT",
38,
2,
"SER",
"A"
],
[
"O3",
43,
3,
"TBA",
"A"
],
[
"O1",
44,
3,
"TBA",
"A"
],
[
"O2",
77,
5,
"HAC",
"A"
],
[
"O1",
78,
5,
"HAC",
"A"
],
[
"O7",
84,
6,
"PRP",
"A"
],
[
"O",
118,
7,
"SER",
"A"
],
[
"OG",
120,
7,
"SER",
"A"
],
[
"OXT",
121,
7,
"SER",
"A"
],
[
"O3",
126,
8,
"TBA",
"A"
],
[
"O1",
127,
8,
"TBA",
"A"
]
],
"hovertemplate": "atom_element=O
x=%{x}
y=%{y}
z=%{z}
atom_id=%{customdata[0]}
atom_serial=%{customdata[1]}
residue_serial=%{customdata[2]}
residue_name=%{customdata[3]}
chain_id=%{customdata[4]}",
"legendgroup": "O",
"marker": {
"color": "red",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "O",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-6.175923746046225,
-8.072945521819495,
-8.432025762999483,
-7.164966111695728,
-10.824661795445493,
-8.691403583066387,
-1.628495955614725,
-2.2576003484648712,
-13.003677494495488,
-8.635101035312232,
-11.721286702648595,
-9.073807382495842,
-12.536660087103712,
-13.803129026429655
],
"y": [
-11.073859461592743,
-11.086642185736732,
-9.599703353463209,
-9.079149333385796,
-10.227076524666707,
-11.091929501601175,
-7.674599630598883,
-10.093540458349949,
-12.473420840636333,
-11.490801499828773,
-14.620964520872956,
-11.368032517322131,
-17.88329642003828,
-16.038474591777817
],
"z": [
-19.2558262439627,
-15.116154749233573,
-19.2666318651169,
-14.966265328155284,
-21.545361304519123,
-21.373398553887746,
-10.752880750120227,
-9.785373321344803,
-3.5071755331077847,
-3.587218980148025,
-4.081105088896937,
-5.748095079760191,
-4.023930257775098,
-3.457342834956421
]
},
{
"customdata": [
[
"C10",
2,
1,
"PRP",
"A"
],
[
"C11",
3,
1,
"PRP",
"A"
],
[
"C1",
4,
1,
"PRP",
"A"
],
[
"C4",
5,
1,
"PRP",
"A"
],
[
"C8",
6,
1,
"PRP",
"A"
],
[
"C12",
7,
1,
"PRP",
"A"
],
[
"C13",
8,
1,
"PRP",
"A"
],
[
"C6",
9,
1,
"PRP",
"A"
],
[
"C2",
10,
1,
"PRP",
"A"
],
[
"C5",
11,
1,
"PRP",
"A"
],
[
"C3",
12,
1,
"PRP",
"A"
],
[
"C9",
13,
1,
"PRP",
"A"
],
[
"C7",
14,
1,
"PRP",
"A"
],
[
"CA",
33,
2,
"SER",
"A"
],
[
"C",
34,
2,
"SER",
"A"
],
[
"CB",
36,
2,
"SER",
"A"
],
[
"C3",
45,
3,
"TBA",
"A"
],
[
"C4",
46,
3,
"TBA",
"A"
],
[
"C5",
47,
3,
"TBA",
"A"
],
[
"C6",
48,
3,
"TBA",
"A"
],
[
"C1",
49,
3,
"TBA",
"A"
],
[
"C2",
50,
3,
"TBA",
"A"
],
[
"C4",
65,
4,
"TRZ",
"A"
],
[
"C1",
66,
4,
"TRZ",
"A"
],
[
"C2",
67,
4,
"TRZ",
"A"
],
[
"C5",
68,
4,
"TRZ",
"A"
],
[
"C3",
69,
4,
"TRZ",
"A"
],
[
"C2",
80,
5,
"HAC",
"A"
],
[
"C1",
81,
5,
"HAC",
"A"
],
[
"C10",
85,
6,
"PRP",
"A"
],
[
"C11",
86,
6,
"PRP",
"A"
],
[
"C1",
87,
6,
"PRP",
"A"
],
[
"C4",
88,
6,
"PRP",
"A"
],
[
"C8",
89,
6,
"PRP",
"A"
],
[
"C12",
90,
6,
"PRP",
"A"
],
[
"C13",
91,
6,
"PRP",
"A"
],
[
"C6",
92,
6,
"PRP",
"A"
],
[
"C2",
93,
6,
"PRP",
"A"
],
[
"C5",
94,
6,
"PRP",
"A"
],
[
"C3",
95,
6,
"PRP",
"A"
],
[
"C9",
96,
6,
"PRP",
"A"
],
[
"C7",
97,
6,
"PRP",
"A"
],
[
"CA",
116,
7,
"SER",
"A"
],
[
"C",
117,
7,
"SER",
"A"
],
[
"CB",
119,
7,
"SER",
"A"
],
[
"C3",
128,
8,
"TBA",
"A"
],
[
"C4",
129,
8,
"TBA",
"A"
],
[
"C5",
130,
8,
"TBA",
"A"
],
[
"C6",
131,
8,
"TBA",
"A"
],
[
"C1",
132,
8,
"TBA",
"A"
],
[
"C2",
133,
8,
"TBA",
"A"
],
[
"C4",
148,
9,
"TRZ",
"A"
],
[
"C1",
149,
9,
"TRZ",
"A"
],
[
"C2",
150,
9,
"TRZ",
"A"
],
[
"C5",
151,
9,
"TRZ",
"A"
],
[
"C3",
152,
9,
"TRZ",
"A"
],
[
"C2",
162,
10,
"CBZ",
"A"
],
[
"C1",
163,
10,
"CBZ",
"A"
],
[
"C3",
164,
10,
"CBZ",
"A"
],
[
"C7",
165,
10,
"CBZ",
"A"
],
[
"C4",
166,
10,
"CBZ",
"A"
],
[
"C6",
167,
10,
"CBZ",
"A"
],
[
"C5",
168,
10,
"CBZ",
"A"
]
],
"hovertemplate": "atom_element=C
x=%{x}
y=%{y}
z=%{z}
atom_id=%{customdata[0]}
atom_serial=%{customdata[1]}
residue_serial=%{customdata[2]}
residue_name=%{customdata[3]}
chain_id=%{customdata[4]}",
"legendgroup": "C",
"marker": {
"color": "darkslategray",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "C",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-0.46517228641976205,
-0.24856133441868344,
-1.5267228309583443,
-3.873165719723991,
-5.1357549024319376,
-1.3991534081317,
-1.0375860479694312,
-2.0248985586235135,
-2.178778296788107,
-3.205646903692069,
-3.359695284916304,
-4.9520016119886865,
-6.272082096739061,
-7.375276955552686,
-7.56376879427124,
-8.610062395584382,
-11.050684056873028,
-10.020663519244902,
-12.465650890348744,
-10.912100190046836,
-9.592754621452666,
-9.513496221000405,
-5.1309538984511835,
-5.1638264469479855,
-5.2503166642663945,
-6.49724442046297,
-5.2624943241616755,
-2.9870369192885953,
-3.173193944244135,
-18.94985382226206,
-17.955657344063237,
-16.51402737363245,
-13.866046446494668,
-12.4412145697228,
-18.824261635341617,
-18.722266256299207,
-15.760258830326801,
-15.969700783287298,
-14.427649353261803,
-14.637008797966185,
-11.451462542321586,
-12.155248101151592,
-10.694302779954679,
-9.391930479890556,
-10.487034974423569,
-13.636925965142346,
-14.812539145921487,
-13.191210545357343,
-13.999198827619193,
-12.761097672293843,
-11.514333134555788,
-9.337577843840856,
-6.881128337711432,
-6.194253856806298,
-9.81245143166243,
-4.754081036325266,
-0.681758663535467,
-0.19372324841450028,
-1.4979911137307362,
-0.3540150027364155,
-1.826284140043305,
-0.522016274727072,
-1.3382972622829532
],
"y": [
-12.420132549077813,
-12.499897502105899,
-12.453432202944207,
-12.367873206641068,
-12.322184961939577,
-13.522643265718191,
-11.04987559339714,
-11.228050798898131,
-13.63683348033744,
-11.184996758133533,
-13.593798516083353,
-11.714211592461005,
-11.583751167646664,
-10.16910765951711,
-10.146164507900465,
-9.57687200211915,
-11.005516802178313,
-10.603412413946526,
-10.70211078802241,
-12.483771671969652,
-10.36927591545647,
-9.488786023952475,
-8.526443503360987,
-9.198846894144658,
-8.435001015886598,
-8.408113204570064,
-8.863158291544874,
-7.88048983791274,
-9.284149071317824,
-9.936660909218407,
-8.761782645385129,
-9.190070925830593,
-9.97509220188649,
-10.397453493569923,
-10.879498494629576,
-10.718635788072838,
-9.386762417420154,
-9.378161442333997,
-9.781681336340853,
-9.773227550266132,
-9.383126641452161,
-11.769623928393813,
-12.439243844495309,
-11.731292834617594,
-13.949680939563631,
-18.739645813550112,
-18.365544635800482,
-20.175757860773853,
-18.55375020143937,
-16.54655555198644,
-15.785466617639148,
-9.903601187670585,
-9.904198643723706,
-10.488337530872585,
-11.063940913506126,
-10.464177889476233,
-3.743169779828552,
-4.787745836812511,
-4.017785804320612,
-2.3164175559650886,
-5.337112120451797,
-6.107072152943693,
-6.381751562136051
],
"z": [
-22.03064625799742,
-20.50677477137474,
-19.705483460591132,
-18.232586194006416,
-17.440009768666272,
-22.53613382854572,
-22.401584124758553,
-19.291981394111026,
-19.396907414622575,
-18.550641657423647,
-18.655602255459453,
-16.03871590574667,
-18.14373410313557,
-17.170280345402933,
-15.675555140380162,
-17.849628447035762,
-22.721167956008586,
-23.77583667320323,
-23.208839136967377,
-22.360134284734418,
-20.970673138707408,
-19.751378265874333,
-14.717567645803285,
-12.294884210928252,
-11.158133835262435,
-15.375376880953436,
-9.753553915179438,
-10.428191001972356,
-9.902291412187035,
-2.930464427387763,
-2.848601811321671,
-2.721339180558395,
-2.4879306638883483,
-2.36198896220757,
-1.731026146307582,
-4.22644889051211,
-3.8675800105148115,
-1.4607184562147504,
-3.75012389481601,
-1.343223253656494,
-2.960782199751266,
-2.96789603152442,
-4.226115132668071,
-4.496098020345756,
-4.338239343398442,
-3.714645075692613,
-4.616275991303147,
-3.980970970762413,
-2.2418961308582155,
-3.848333953616872,
-4.215139285438698,
-7.261503808371042,
-7.798586126905911,
-8.833055898335587,
-6.400358271172267,
-9.118765994193787,
-9.866222790688553,
-9.081071273614585,
-10.963454054525128,
-9.564698621662767,
-11.275481201482332,
-9.393098420571787,
-10.490389904873268
]
},
{
"customdata": [
[
"H10",
15,
1,
"PRP",
"A"
],
[
"H111",
16,
1,
"PRP",
"A"
],
[
"H112",
17,
1,
"PRP",
"A"
],
[
"H8",
18,
1,
"PRP",
"A"
],
[
"H121",
19,
1,
"PRP",
"A"
],
[
"H122",
20,
1,
"PRP",
"A"
],
[
"H123",
21,
1,
"PRP",
"A"
],
[
"H131",
22,
1,
"PRP",
"A"
],
[
"H132",
23,
1,
"PRP",
"A"
],
[
"H133",
24,
1,
"PRP",
"A"
],
[
"H6",
25,
1,
"PRP",
"A"
],
[
"H2",
26,
1,
"PRP",
"A"
],
[
"H5",
27,
1,
"PRP",
"A"
],
[
"H3",
28,
1,
"PRP",
"A"
],
[
"H91",
29,
1,
"PRP",
"A"
],
[
"H92",
30,
1,
"PRP",
"A"
],
[
"H93",
31,
1,
"PRP",
"A"
],
[
"H2",
39,
2,
"SER",
"A"
],
[
"HA",
40,
2,
"SER",
"A"
],
[
"HB2",
41,
2,
"SER",
"A"
],
[
"HB3",
42,
2,
"SER",
"A"
],
[
"H41",
51,
3,
"TBA",
"A"
],
[
"H42",
52,
3,
"TBA",
"A"
],
[
"H43",
53,
3,
"TBA",
"A"
],
[
"H51",
54,
3,
"TBA",
"A"
],
[
"H52",
55,
3,
"TBA",
"A"
],
[
"H53",
56,
3,
"TBA",
"A"
],
[
"H61",
57,
3,
"TBA",
"A"
],
[
"H62",
58,
3,
"TBA",
"A"
],
[
"H63",
59,
3,
"TBA",
"A"
],
[
"H21",
60,
3,
"TBA",
"A"
],
[
"H22",
61,
3,
"TBA",
"A"
],
[
"H41",
70,
4,
"TRZ",
"A"
],
[
"H42",
71,
4,
"TRZ",
"A"
],
[
"H1",
72,
4,
"TRZ",
"A"
],
[
"H52",
73,
4,
"TRZ",
"A"
],
[
"H53",
74,
4,
"TRZ",
"A"
],
[
"H31",
75,
4,
"TRZ",
"A"
],
[
"H33",
76,
4,
"TRZ",
"A"
],
[
"H21",
82,
5,
"HAC",
"A"
],
[
"H22",
83,
5,
"HAC",
"A"
],
[
"H10",
98,
6,
"PRP",
"A"
],
[
"H111",
99,
6,
"PRP",
"A"
],
[
"H112",
100,
6,
"PRP",
"A"
],
[
"H8",
101,
6,
"PRP",
"A"
],
[
"H121",
102,
6,
"PRP",
"A"
],
[
"H122",
103,
6,
"PRP",
"A"
],
[
"H123",
104,
6,
"PRP",
"A"
],
[
"H131",
105,
6,
"PRP",
"A"
],
[
"H132",
106,
6,
"PRP",
"A"
],
[
"H133",
107,
6,
"PRP",
"A"
],
[
"H6",
108,
6,
"PRP",
"A"
],
[
"H2",
109,
6,
"PRP",
"A"
],
[
"H5",
110,
6,
"PRP",
"A"
],
[
"H3",
111,
6,
"PRP",
"A"
],
[
"H91",
112,
6,
"PRP",
"A"
],
[
"H92",
113,
6,
"PRP",
"A"
],
[
"H93",
114,
6,
"PRP",
"A"
],
[
"H2",
122,
7,
"SER",
"A"
],
[
"HA",
123,
7,
"SER",
"A"
],
[
"HB2",
124,
7,
"SER",
"A"
],
[
"HB3",
125,
7,
"SER",
"A"
],
[
"H41",
134,
8,
"TBA",
"A"
],
[
"H42",
135,
8,
"TBA",
"A"
],
[
"H43",
136,
8,
"TBA",
"A"
],
[
"H51",
137,
8,
"TBA",
"A"
],
[
"H52",
138,
8,
"TBA",
"A"
],
[
"H53",
139,
8,
"TBA",
"A"
],
[
"H61",
140,
8,
"TBA",
"A"
],
[
"H62",
141,
8,
"TBA",
"A"
],
[
"H63",
142,
8,
"TBA",
"A"
],
[
"H21",
143,
8,
"TBA",
"A"
],
[
"H22",
144,
8,
"TBA",
"A"
],
[
"H41",
153,
9,
"TRZ",
"A"
],
[
"H42",
154,
9,
"TRZ",
"A"
],
[
"H1",
155,
9,
"TRZ",
"A"
],
[
"H52",
156,
9,
"TRZ",
"A"
],
[
"H53",
157,
9,
"TRZ",
"A"
],
[
"H32",
158,
9,
"TRZ",
"A"
],
[
"H33",
159,
9,
"TRZ",
"A"
],
[
"H3",
169,
10,
"CBZ",
"A"
],
[
"H6",
170,
10,
"CBZ",
"A"
],
[
"H71",
171,
10,
"CBZ",
"A"
],
[
"H72",
172,
10,
"CBZ",
"A"
],
[
"H73",
173,
10,
"CBZ",
"A"
]
],
"hovertemplate": "atom_element=H
x=%{x}
y=%{y}
z=%{z}
atom_id=%{customdata[0]}
atom_serial=%{customdata[1]}
residue_serial=%{customdata[2]}
residue_name=%{customdata[3]}
chain_id=%{customdata[4]}",
"legendgroup": "H",
"marker": {
"color": "lightgray",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "H",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
0.5111919756483863,
0.4196605792179571,
0.2887939196198306,
-5.511137125939855,
-2.43286050360475,
-1.0516787051928858,
-1.4150469328443045,
-1.0356916096109465,
-2.0725160686765673,
-0.4311114835154921,
-1.5110061861019424,
-1.7859179698860337,
-3.5889823769087035,
-3.866167145124033,
-4.165179525870148,
-5.880305820005489,
-4.684825957615872,
-7.062036992644393,
-6.497056450870047,
-9.487916817749952,
-8.74942127213663,
-9.019365896863313,
-9.922544647445768,
-10.325571448872498,
-13.203404146276977,
-12.581706720264254,
-12.715116373612751,
-9.882395281264415,
-11.329534968409178,
-11.45146657565651,
-9.654913734992284,
-10.267751674488458,
-4.720914876928634,
-4.428005233407406,
-5.086390959795819,
-6.420423517452098,
-6.9133064761169765,
-6.212575728360285,
-5.131358711701374,
-3.6022820885104903,
-3.276662497543021,
-19.96477799636283,
-18.07021226144351,
-18.217144067935486,
-12.18815983835681,
-17.885449995293637,
-18.904326858204943,
-19.636364971060733,
-19.529239934790002,
-17.784304776612704,
-18.727083676120593,
-16.18383723817796,
-16.557792023653494,
-13.844113948581445,
-14.214813147457956,
-11.600753890990376,
-10.418030581102578,
-11.560845570128805,
-10.612982442975131,
-11.439589744463685,
-9.741241168443622,
-10.142011450127576,
-15.341453393708388,
-14.483430999409563,
-15.567345518338925,
-12.317253417328438,
-12.885574537395325,
-13.98649394336509,
-14.53943036311004,
-14.651196859820683,
-13.100608250293039,
-11.266154701883295,
-10.685348976346209,
-9.082416046578622,
-10.122543147237423,
-6.575831213471914,
-10.686926624815882,
-10.091658179066432,
-4.485954477065682,
-4.161368636708576,
-1.8792876115928163,
-0.14071652641610655,
0.7271918117274416,
-0.8186208124221128,
-0.7194499677666429
],
"y": [
-12.533601661096451,
-11.691679863272615,
-13.427809123429896,
-13.344839005820116,
-13.386267000536225,
-14.509646850045772,
-13.524009432461707,
-10.928535137180308,
-10.920852757278073,
-10.239788211565951,
-10.300620242841521,
-14.598065392389149,
-10.219901387343075,
-14.524731360200484,
-12.237931174600426,
-11.787489524837195,
-10.652736068540964,
-12.113977037950768,
-9.580764091936107,
-10.16623186620927,
-8.548502395755989,
-11.008964826941732,
-9.512943777580901,
-10.965127112476335,
-10.944121962267634,
-9.633455244401244,
-11.266044746524699,
-12.823529676475626,
-13.112632578405467,
-12.712715904299916,
-8.445310882752487,
-9.786872182115236,
-9.53044024313537,
-7.805961341947875,
-10.263146116633596,
-8.612056669360264,
-7.40294280998464,
-9.348734687232792,
-8.01519004724419,
-7.723898032704372,
-7.160821916802516,
-9.52067196048688,
-8.112167549558478,
-8.128813609778636,
-10.502647381180577,
-11.442088868638411,
-10.328122325976466,
-11.615314979613544,
-11.446613427525588,
-11.282381307549322,
-10.054348883024137,
-9.232901995804532,
-9.218318076222161,
-9.9335783872423,
-9.917917839009796,
-8.388062781370927,
-9.688540014262504,
-9.30089186034824,
-11.317590526141704,
-12.119267016074986,
-14.268531011205365,
-14.195582816980842,
-17.45647040638274,
-18.224464873980597,
-19.16096549203031,
-20.43076066251707,
-20.300096180327746,
-20.89652737192706,
-17.630082311734892,
-19.36758404638572,
-18.55973406700154,
-15.973318527479737,
-16.079802134025662,
-9.043590361595868,
-9.590099357431896,
-9.300994636154705,
-10.76700228088609,
-11.926394619344084,
-11.27722672478436,
-10.578611462840364,
-3.20390225373545,
-6.920978099292569,
-2.151091227679503,
-1.6298112014409643,
-2.039844922219699
],
"z": [
-22.517739019567358,
-20.180521231295025,
-20.268178115972635,
-17.299043131446552,
-22.203375935981626,
-22.213687747251356,
-23.63203662964655,
-23.490853446271103,
-22.070083823101204,
-21.98314371506049,
-19.527293810181003,
-19.715212935780823,
-18.230600956492346,
-18.415217367078927,
-15.48492674543402,
-15.461174580814017,
-16.087492353230434,
-16.786920427742878,
-17.434939733373653,
-17.584056302253916,
-17.517507902301524,
-23.610764108169754,
-23.83334693402481,
-24.765111200984922,
-22.435245745767762,
-23.42361861324566,
-24.11352007139,
-22.224274249391005,
-23.15562823579269,
-21.433564605456557,
-20.044025914821024,
-19.018392554420615,
-14.871501031887096,
-15.149590873649505,
-12.466779208932678,
-16.44785337581473,
-15.248675564093908,
-9.510350812101512,
-9.073905676895635,
-11.319250752096167,
-9.65713572007249,
-2.9478967352991527,
-3.7266992137652357,
-1.9897223650651341,
-1.2982680171554195,
-1.7322243044860661,
-0.788444531417257,
-1.7489060942865304,
-4.368141475638712,
-4.220224591798939,
-5.096991847664185,
-4.8557566359530595,
-0.561706097392813,
-4.654112239548378,
-0.35239019353222645,
-2.5276383003680785,
-2.7622541331217754,
-4.047872377245524,
-2.563923255591333,
-4.953869328675917,
-3.6097970115862443,
-5.342111862379354,
-4.319371286226668,
-5.652538949583675,
-4.60968344758608,
-3.3706689803752274,
-5.026318024581193,
-3.7648280582134097,
-2.020145893902151,
-1.9026300128546385,
-1.613913569242377,
-5.262803857487147,
-3.566158107567534,
-6.632925431195865,
-7.95822578656645,
-6.955250149264863,
-5.813143825661125,
-7.014968373180404,
-9.80065371194775,
-8.20565844925303,
-11.576379234955008,
-8.779654117936309,
-9.615480109751694,
-10.280893661811323,
-8.570073700098622
]
},
{
"customdata": [
[
"N",
32,
2,
"SER",
"A"
],
[
"N4",
62,
4,
"TRZ",
"A"
],
[
"N4A",
63,
4,
"TRZ",
"A"
],
[
"N2",
64,
4,
"TRZ",
"A"
],
[
"N1",
79,
5,
"HAC",
"A"
],
[
"N",
115,
7,
"SER",
"A"
],
[
"N4",
145,
9,
"TRZ",
"A"
],
[
"N4A",
146,
9,
"TRZ",
"A"
],
[
"N2",
147,
9,
"TRZ",
"A"
]
],
"hovertemplate": "atom_element=N
x=%{x}
y=%{y}
z=%{z}
atom_id=%{customdata[0]}
atom_serial=%{customdata[1]}
residue_serial=%{customdata[2]}
residue_name=%{customdata[3]}
chain_id=%{customdata[4]}",
"legendgroup": "N",
"marker": {
"color": "blue",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "N",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
-7.187674640307869,
-5.1956606655704896,
-5.295360820098509,
-5.329949069112917,
-4.48379673309222,
-11.159307977176915,
-8.174962738013383,
-8.289021689994183,
-7.0680227481009
],
"y": [
-11.555553418923175,
-8.28104872018885,
-7.029282161006793,
-7.113014781757481,
-9.550938101048263,
-12.107942444413393,
-10.25254791078586,
-11.00312187251518,
-11.155316863667895
],
"z": [
-17.61806436425551,
-13.299405128783157,
-12.823209979185222,
-11.497841248886989,
-9.57130604471726,
-2.8726209328799532,
-8.03748885341307,
-9.14530235010239,
-9.646109736792631
]
},
{
"customdata": [
[
"Cl1",
160,
10,
"CBZ",
"A"
],
[
"Cl4",
161,
10,
"CBZ",
"A"
]
],
"hovertemplate": "atom_element=Cl
x=%{x}
y=%{y}
z=%{z}
atom_id=%{customdata[0]}
atom_serial=%{customdata[1]}
residue_serial=%{customdata[2]}
residue_name=%{customdata[3]}
chain_id=%{customdata[4]}",
"legendgroup": "Cl",
"marker": {
"color": "green",
"opacity": 1,
"symbol": "circle"
},
"mode": "markers",
"name": "Cl",
"scene": "scene",
"showlegend": true,
"type": "scatter3d",
"x": [
0.8182994298456063,
-2.842455528869415
],
"y": [
-4.485299015227664,
-5.613023214868775
],
"z": [
-7.715778107733917,
-12.646596169859837
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.175923746046225,
-6.272082096739061
],
"y": [
-11.073859461592743,
-11.583751167646664
],
"z": [
-19.2558262439627,
-18.14373410313557
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-0.46517228641976205,
-0.24856133441868344
],
"y": [
-12.420132549077813,
-12.499897502105899
],
"z": [
-22.03064625799742,
-20.50677477137474
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-0.46517228641976205,
-1.3991534081317
],
"y": [
-12.420132549077813,
-13.522643265718191
],
"z": [
-22.03064625799742,
-22.53613382854572
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-0.46517228641976205,
-1.0375860479694312
],
"y": [
-12.420132549077813,
-11.04987559339714
],
"z": [
-22.03064625799742,
-22.401584124758553
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-0.46517228641976205,
0.5111919756483863
],
"y": [
-12.420132549077813,
-12.533601661096451
],
"z": [
-22.03064625799742,
-22.517739019567358
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-0.24856133441868344,
-1.5267228309583443
],
"y": [
-12.499897502105899,
-12.453432202944207
],
"z": [
-20.50677477137474,
-19.705483460591132
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-0.24856133441868344,
0.4196605792179571
],
"y": [
-12.499897502105899,
-11.691679863272615
],
"z": [
-20.50677477137474,
-20.180521231295025
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-0.24856133441868344,
0.2887939196198306
],
"y": [
-12.499897502105899,
-13.427809123429896
],
"z": [
-20.50677477137474,
-20.268178115972635
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-1.5267228309583443,
-2.0248985586235135
],
"y": [
-12.453432202944207,
-11.228050798898131
],
"z": [
-19.705483460591132,
-19.291981394111026
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-1.5267228309583443,
-2.178778296788107
],
"y": [
-12.453432202944207,
-13.63683348033744
],
"z": [
-19.705483460591132,
-19.396907414622575
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-3.873165719723991,
-5.1357549024319376
],
"y": [
-12.367873206641068,
-12.322184961939577
],
"z": [
-18.232586194006416,
-17.440009768666272
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-3.873165719723991,
-3.205646903692069
],
"y": [
-12.367873206641068,
-11.184996758133533
],
"z": [
-18.232586194006416,
-18.550641657423647
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-3.873165719723991,
-3.359695284916304
],
"y": [
-12.367873206641068,
-13.593798516083353
],
"z": [
-18.232586194006416,
-18.655602255459453
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.1357549024319376,
-4.9520016119886865
],
"y": [
-12.322184961939577,
-11.714211592461005
],
"z": [
-17.440009768666272,
-16.03871590574667
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.1357549024319376,
-6.272082096739061
],
"y": [
-12.322184961939577,
-11.583751167646664
],
"z": [
-17.440009768666272,
-18.14373410313557
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.1357549024319376,
-5.511137125939855
],
"y": [
-12.322184961939577,
-13.344839005820116
],
"z": [
-17.440009768666272,
-17.299043131446552
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-1.3991534081317,
-2.43286050360475
],
"y": [
-13.522643265718191,
-13.386267000536225
],
"z": [
-22.53613382854572,
-22.203375935981626
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-1.3991534081317,
-1.0516787051928858
],
"y": [
-13.522643265718191,
-14.509646850045772
],
"z": [
-22.53613382854572,
-22.213687747251356
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-1.3991534081317,
-1.4150469328443045
],
"y": [
-13.522643265718191,
-13.524009432461707
],
"z": [
-22.53613382854572,
-23.63203662964655
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-1.0375860479694312,
-1.0356916096109465
],
"y": [
-11.04987559339714,
-10.928535137180308
],
"z": [
-22.401584124758553,
-23.490853446271103
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-1.0375860479694312,
-2.0725160686765673
],
"y": [
-11.04987559339714,
-10.920852757278073
],
"z": [
-22.401584124758553,
-22.070083823101204
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-1.0375860479694312,
-0.4311114835154921
],
"y": [
-11.04987559339714,
-10.239788211565951
],
"z": [
-22.401584124758553,
-21.98314371506049
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.0248985586235135,
-3.205646903692069
],
"y": [
-11.228050798898131,
-11.184996758133533
],
"z": [
-19.291981394111026,
-18.550641657423647
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.0248985586235135,
-1.5110061861019424
],
"y": [
-11.228050798898131,
-10.300620242841521
],
"z": [
-19.291981394111026,
-19.527293810181003
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.178778296788107,
-3.359695284916304
],
"y": [
-13.63683348033744,
-13.593798516083353
],
"z": [
-19.396907414622575,
-18.655602255459453
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.178778296788107,
-1.7859179698860337
],
"y": [
-13.63683348033744,
-14.598065392389149
],
"z": [
-19.396907414622575,
-19.715212935780823
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-3.205646903692069,
-3.5889823769087035
],
"y": [
-11.184996758133533,
-10.219901387343075
],
"z": [
-18.550641657423647,
-18.230600956492346
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-3.359695284916304,
-3.866167145124033
],
"y": [
-13.593798516083353,
-14.524731360200484
],
"z": [
-18.655602255459453,
-18.415217367078927
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.9520016119886865,
-4.165179525870148
],
"y": [
-11.714211592461005,
-12.237931174600426
],
"z": [
-16.03871590574667,
-15.48492674543402
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.9520016119886865,
-5.880305820005489
],
"y": [
-11.714211592461005,
-11.787489524837195
],
"z": [
-16.03871590574667,
-15.461174580814017
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.9520016119886865,
-4.684825957615872
],
"y": [
-11.714211592461005,
-10.652736068540964
],
"z": [
-16.03871590574667,
-16.087492353230434
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.272082096739061,
-7.187674640307869
],
"y": [
-11.583751167646664,
-11.555553418923175
],
"z": [
-18.14373410313557,
-17.61806436425551
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.187674640307869,
-7.375276955552686
],
"y": [
-11.555553418923175,
-10.16910765951711
],
"z": [
-17.61806436425551,
-17.170280345402933
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.187674640307869,
-7.062036992644393
],
"y": [
-11.555553418923175,
-12.113977037950768
],
"z": [
-17.61806436425551,
-16.786920427742878
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.375276955552686,
-7.56376879427124
],
"y": [
-10.16910765951711,
-10.146164507900465
],
"z": [
-17.170280345402933,
-15.675555140380162
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.375276955552686,
-8.610062395584382
],
"y": [
-10.16910765951711,
-9.57687200211915
],
"z": [
-17.170280345402933,
-17.849628447035762
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.375276955552686,
-6.497056450870047
],
"y": [
-10.16910765951711,
-9.580764091936107
],
"z": [
-17.170280345402933,
-17.434939733373653
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.56376879427124,
-8.072945521819495
],
"y": [
-10.146164507900465,
-11.086642185736732
],
"z": [
-15.675555140380162,
-15.116154749233573
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.56376879427124,
-7.164966111695728
],
"y": [
-10.146164507900465,
-9.079149333385796
],
"z": [
-15.675555140380162,
-14.966265328155284
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.610062395584382,
-8.432025762999483
],
"y": [
-9.57687200211915,
-9.599703353463209
],
"z": [
-17.849628447035762,
-19.2666318651169
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.610062395584382,
-9.487916817749952
],
"y": [
-9.57687200211915,
-10.16623186620927
],
"z": [
-17.849628447035762,
-17.584056302253916
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.610062395584382,
-8.74942127213663
],
"y": [
-9.57687200211915,
-8.548502395755989
],
"z": [
-17.849628447035762,
-17.517507902301524
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.432025762999483,
-9.513496221000405
],
"y": [
-9.599703353463209,
-9.488786023952475
],
"z": [
-19.2666318651169,
-19.751378265874333
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.164966111695728,
-6.49724442046297
],
"y": [
-9.079149333385796,
-8.408113204570064
],
"z": [
-14.966265328155284,
-15.375376880953436
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.824661795445493,
-11.050684056873028
],
"y": [
-10.227076524666707,
-11.005516802178313
],
"z": [
-21.545361304519123,
-22.721167956008586
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.824661795445493,
-9.592754621452666
],
"y": [
-10.227076524666707,
-10.36927591545647
],
"z": [
-21.545361304519123,
-20.970673138707408
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.691403583066387,
-9.592754621452666
],
"y": [
-11.091929501601175,
-10.36927591545647
],
"z": [
-21.373398553887746,
-20.970673138707408
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.050684056873028,
-10.020663519244902
],
"y": [
-11.005516802178313,
-10.603412413946526
],
"z": [
-22.721167956008586,
-23.77583667320323
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.050684056873028,
-12.465650890348744
],
"y": [
-11.005516802178313,
-10.70211078802241
],
"z": [
-22.721167956008586,
-23.208839136967377
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.050684056873028,
-10.912100190046836
],
"y": [
-11.005516802178313,
-12.483771671969652
],
"z": [
-22.721167956008586,
-22.360134284734418
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.020663519244902,
-9.019365896863313
],
"y": [
-10.603412413946526,
-11.008964826941732
],
"z": [
-23.77583667320323,
-23.610764108169754
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.020663519244902,
-9.922544647445768
],
"y": [
-10.603412413946526,
-9.512943777580901
],
"z": [
-23.77583667320323,
-23.83334693402481
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.020663519244902,
-10.325571448872498
],
"y": [
-10.603412413946526,
-10.965127112476335
],
"z": [
-23.77583667320323,
-24.765111200984922
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.465650890348744,
-13.203404146276977
],
"y": [
-10.70211078802241,
-10.944121962267634
],
"z": [
-23.208839136967377,
-22.435245745767762
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.465650890348744,
-12.581706720264254
],
"y": [
-10.70211078802241,
-9.633455244401244
],
"z": [
-23.208839136967377,
-23.42361861324566
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.465650890348744,
-12.715116373612751
],
"y": [
-10.70211078802241,
-11.266044746524699
],
"z": [
-23.208839136967377,
-24.11352007139
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.912100190046836,
-9.882395281264415
],
"y": [
-12.483771671969652,
-12.823529676475626
],
"z": [
-22.360134284734418,
-22.224274249391005
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.912100190046836,
-11.329534968409178
],
"y": [
-12.483771671969652,
-13.112632578405467
],
"z": [
-22.360134284734418,
-23.15562823579269
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.912100190046836,
-11.45146657565651
],
"y": [
-12.483771671969652,
-12.712715904299916
],
"z": [
-22.360134284734418,
-21.433564605456557
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.592754621452666,
-9.513496221000405
],
"y": [
-10.36927591545647,
-9.488786023952475
],
"z": [
-20.970673138707408,
-19.751378265874333
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.513496221000405,
-9.654913734992284
],
"y": [
-9.488786023952475,
-8.445310882752487
],
"z": [
-19.751378265874333,
-20.044025914821024
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.513496221000405,
-10.267751674488458
],
"y": [
-9.488786023952475,
-9.786872182115236
],
"z": [
-19.751378265874333,
-19.018392554420615
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.1956606655704896,
-5.295360820098509
],
"y": [
-8.28104872018885,
-7.029282161006793
],
"z": [
-13.299405128783157,
-12.823209979185222
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.1956606655704896,
-5.1309538984511835
],
"y": [
-8.28104872018885,
-8.526443503360987
],
"z": [
-13.299405128783157,
-14.717567645803285
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.1956606655704896,
-5.1638264469479855
],
"y": [
-8.28104872018885,
-9.198846894144658
],
"z": [
-13.299405128783157,
-12.294884210928252
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.295360820098509,
-5.329949069112917
],
"y": [
-7.029282161006793,
-7.113014781757481
],
"z": [
-12.823209979185222,
-11.497841248886989
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.329949069112917,
-5.2503166642663945
],
"y": [
-7.113014781757481,
-8.435001015886598
],
"z": [
-11.497841248886989,
-11.158133835262435
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.1309538984511835,
-6.49724442046297
],
"y": [
-8.526443503360987,
-8.408113204570064
],
"z": [
-14.717567645803285,
-15.375376880953436
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.1309538984511835,
-4.720914876928634
],
"y": [
-8.526443503360987,
-9.53044024313537
],
"z": [
-14.717567645803285,
-14.871501031887096
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.1309538984511835,
-4.428005233407406
],
"y": [
-8.526443503360987,
-7.805961341947875
],
"z": [
-14.717567645803285,
-15.149590873649505
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.1638264469479855,
-5.2503166642663945
],
"y": [
-9.198846894144658,
-8.435001015886598
],
"z": [
-12.294884210928252,
-11.158133835262435
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.1638264469479855,
-5.086390959795819
],
"y": [
-9.198846894144658,
-10.263146116633596
],
"z": [
-12.294884210928252,
-12.466779208932678
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.2503166642663945,
-5.2624943241616755
],
"y": [
-8.435001015886598,
-8.863158291544874
],
"z": [
-11.158133835262435,
-9.753553915179438
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.49724442046297,
-6.420423517452098
],
"y": [
-8.408113204570064,
-8.612056669360264
],
"z": [
-15.375376880953436,
-16.44785337581473
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.49724442046297,
-6.9133064761169765
],
"y": [
-8.408113204570064,
-7.40294280998464
],
"z": [
-15.375376880953436,
-15.248675564093908
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.2624943241616755,
-6.212575728360285
],
"y": [
-8.863158291544874,
-9.348734687232792
],
"z": [
-9.753553915179438,
-9.510350812101512
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.2624943241616755,
-5.131358711701374
],
"y": [
-8.863158291544874,
-8.01519004724419
],
"z": [
-9.753553915179438,
-9.073905676895635
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-5.2624943241616755,
-4.48379673309222
],
"y": [
-8.863158291544874,
-9.550938101048263
],
"z": [
-9.753553915179438,
-9.57130604471726
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-1.628495955614725,
-2.9870369192885953
],
"y": [
-7.674599630598883,
-7.88048983791274
],
"z": [
-10.752880750120227,
-10.428191001972356
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-1.628495955614725,
-1.3382972622829532
],
"y": [
-7.674599630598883,
-6.381751562136051
],
"z": [
-10.752880750120227,
-10.490389904873268
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.2576003484648712,
-3.173193944244135
],
"y": [
-10.093540458349949,
-9.284149071317824
],
"z": [
-9.785373321344803,
-9.902291412187035
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.48379673309222,
-3.173193944244135
],
"y": [
-9.550938101048263,
-9.284149071317824
],
"z": [
-9.57130604471726,
-9.902291412187035
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.48379673309222,
-4.754081036325266
],
"y": [
-9.550938101048263,
-10.464177889476233
],
"z": [
-9.57130604471726,
-9.118765994193787
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.9870369192885953,
-3.173193944244135
],
"y": [
-7.88048983791274,
-9.284149071317824
],
"z": [
-10.428191001972356,
-9.902291412187035
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.9870369192885953,
-3.6022820885104903
],
"y": [
-7.88048983791274,
-7.723898032704372
],
"z": [
-10.428191001972356,
-11.319250752096167
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.9870369192885953,
-3.276662497543021
],
"y": [
-7.88048983791274,
-7.160821916802516
],
"z": [
-10.428191001972356,
-9.65713572007249
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.003677494495488,
-12.155248101151592
],
"y": [
-12.473420840636333,
-11.769623928393813
],
"z": [
-3.5071755331077847,
-2.96789603152442
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-18.94985382226206,
-17.955657344063237
],
"y": [
-9.936660909218407,
-8.761782645385129
],
"z": [
-2.930464427387763,
-2.848601811321671
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-18.94985382226206,
-18.824261635341617
],
"y": [
-9.936660909218407,
-10.879498494629576
],
"z": [
-2.930464427387763,
-1.731026146307582
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-18.94985382226206,
-18.722266256299207
],
"y": [
-9.936660909218407,
-10.718635788072838
],
"z": [
-2.930464427387763,
-4.22644889051211
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-18.94985382226206,
-19.96477799636283
],
"y": [
-9.936660909218407,
-9.52067196048688
],
"z": [
-2.930464427387763,
-2.9478967352991527
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-17.955657344063237,
-16.51402737363245
],
"y": [
-8.761782645385129,
-9.190070925830593
],
"z": [
-2.848601811321671,
-2.721339180558395
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-17.955657344063237,
-18.07021226144351
],
"y": [
-8.761782645385129,
-8.112167549558478
],
"z": [
-2.848601811321671,
-3.7266992137652357
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-17.955657344063237,
-18.217144067935486
],
"y": [
-8.761782645385129,
-8.128813609778636
],
"z": [
-2.848601811321671,
-1.9897223650651341
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-16.51402737363245,
-15.760258830326801
],
"y": [
-9.190070925830593,
-9.386762417420154
],
"z": [
-2.721339180558395,
-3.8675800105148115
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-16.51402737363245,
-15.969700783287298
],
"y": [
-9.190070925830593,
-9.378161442333997
],
"z": [
-2.721339180558395,
-1.4607184562147504
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.866046446494668,
-12.4412145697228
],
"y": [
-9.97509220188649,
-10.397453493569923
],
"z": [
-2.4879306638883483,
-2.36198896220757
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.866046446494668,
-14.427649353261803
],
"y": [
-9.97509220188649,
-9.781681336340853
],
"z": [
-2.4879306638883483,
-3.75012389481601
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.866046446494668,
-14.637008797966185
],
"y": [
-9.97509220188649,
-9.773227550266132
],
"z": [
-2.4879306638883483,
-1.343223253656494
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.4412145697228,
-11.451462542321586
],
"y": [
-10.397453493569923,
-9.383126641452161
],
"z": [
-2.36198896220757,
-2.960782199751266
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.4412145697228,
-12.155248101151592
],
"y": [
-10.397453493569923,
-11.769623928393813
],
"z": [
-2.36198896220757,
-2.96789603152442
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.4412145697228,
-12.18815983835681
],
"y": [
-10.397453493569923,
-10.502647381180577
],
"z": [
-2.36198896220757,
-1.2982680171554195
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-18.824261635341617,
-17.885449995293637
],
"y": [
-10.879498494629576,
-11.442088868638411
],
"z": [
-1.731026146307582,
-1.7322243044860661
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-18.824261635341617,
-18.904326858204943
],
"y": [
-10.879498494629576,
-10.328122325976466
],
"z": [
-1.731026146307582,
-0.788444531417257
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-18.824261635341617,
-19.636364971060733
],
"y": [
-10.879498494629576,
-11.615314979613544
],
"z": [
-1.731026146307582,
-1.7489060942865304
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-18.722266256299207,
-19.529239934790002
],
"y": [
-10.718635788072838,
-11.446613427525588
],
"z": [
-4.22644889051211,
-4.368141475638712
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-18.722266256299207,
-17.784304776612704
],
"y": [
-10.718635788072838,
-11.282381307549322
],
"z": [
-4.22644889051211,
-4.220224591798939
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-18.722266256299207,
-18.727083676120593
],
"y": [
-10.718635788072838,
-10.054348883024137
],
"z": [
-4.22644889051211,
-5.096991847664185
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.760258830326801,
-14.427649353261803
],
"y": [
-9.386762417420154,
-9.781681336340853
],
"z": [
-3.8675800105148115,
-3.75012389481601
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.760258830326801,
-16.18383723817796
],
"y": [
-9.386762417420154,
-9.232901995804532
],
"z": [
-3.8675800105148115,
-4.8557566359530595
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.969700783287298,
-14.637008797966185
],
"y": [
-9.378161442333997,
-9.773227550266132
],
"z": [
-1.4607184562147504,
-1.343223253656494
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-15.969700783287298,
-16.557792023653494
],
"y": [
-9.378161442333997,
-9.218318076222161
],
"z": [
-1.4607184562147504,
-0.561706097392813
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.427649353261803,
-13.844113948581445
],
"y": [
-9.781681336340853,
-9.9335783872423
],
"z": [
-3.75012389481601,
-4.654112239548378
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.637008797966185,
-14.214813147457956
],
"y": [
-9.773227550266132,
-9.917917839009796
],
"z": [
-1.343223253656494,
-0.35239019353222645
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.451462542321586,
-11.600753890990376
],
"y": [
-9.383126641452161,
-8.388062781370927
],
"z": [
-2.960782199751266,
-2.5276383003680785
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.451462542321586,
-10.418030581102578
],
"y": [
-9.383126641452161,
-9.688540014262504
],
"z": [
-2.960782199751266,
-2.7622541331217754
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.451462542321586,
-11.560845570128805
],
"y": [
-9.383126641452161,
-9.30089186034824
],
"z": [
-2.960782199751266,
-4.047872377245524
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.155248101151592,
-11.159307977176915
],
"y": [
-11.769623928393813,
-12.107942444413393
],
"z": [
-2.96789603152442,
-2.8726209328799532
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.159307977176915,
-10.694302779954679
],
"y": [
-12.107942444413393,
-12.439243844495309
],
"z": [
-2.8726209328799532,
-4.226115132668071
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.159307977176915,
-10.612982442975131
],
"y": [
-12.107942444413393,
-11.317590526141704
],
"z": [
-2.8726209328799532,
-2.563923255591333
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.694302779954679,
-9.391930479890556
],
"y": [
-12.439243844495309,
-11.731292834617594
],
"z": [
-4.226115132668071,
-4.496098020345756
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.694302779954679,
-10.487034974423569
],
"y": [
-12.439243844495309,
-13.949680939563631
],
"z": [
-4.226115132668071,
-4.338239343398442
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.694302779954679,
-11.439589744463685
],
"y": [
-12.439243844495309,
-12.119267016074986
],
"z": [
-4.226115132668071,
-4.953869328675917
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.391930479890556,
-8.635101035312232
],
"y": [
-11.731292834617594,
-11.490801499828773
],
"z": [
-4.496098020345756,
-3.587218980148025
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.391930479890556,
-9.073807382495842
],
"y": [
-11.731292834617594,
-11.368032517322131
],
"z": [
-4.496098020345756,
-5.748095079760191
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.487034974423569,
-11.721286702648595
],
"y": [
-13.949680939563631,
-14.620964520872956
],
"z": [
-4.338239343398442,
-4.081105088896937
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.487034974423569,
-9.741241168443622
],
"y": [
-13.949680939563631,
-14.268531011205365
],
"z": [
-4.338239343398442,
-3.6097970115862443
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-10.487034974423569,
-10.142011450127576
],
"y": [
-13.949680939563631,
-14.195582816980842
],
"z": [
-4.338239343398442,
-5.342111862379354
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.721286702648595,
-11.514333134555788
],
"y": [
-14.620964520872956,
-15.785466617639148
],
"z": [
-4.081105088896937,
-4.215139285438698
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.073807382495842,
-9.81245143166243
],
"y": [
-11.368032517322131,
-11.063940913506126
],
"z": [
-5.748095079760191,
-6.400358271172267
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.536660087103712,
-13.636925965142346
],
"y": [
-17.88329642003828,
-18.739645813550112
],
"z": [
-4.023930257775098,
-3.714645075692613
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.536660087103712,
-12.761097672293843
],
"y": [
-17.88329642003828,
-16.54655555198644
],
"z": [
-4.023930257775098,
-3.848333953616872
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.803129026429655,
-12.761097672293843
],
"y": [
-16.038474591777817,
-16.54655555198644
],
"z": [
-3.457342834956421,
-3.848333953616872
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.636925965142346,
-14.812539145921487
],
"y": [
-18.739645813550112,
-18.365544635800482
],
"z": [
-3.714645075692613,
-4.616275991303147
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.636925965142346,
-13.191210545357343
],
"y": [
-18.739645813550112,
-20.175757860773853
],
"z": [
-3.714645075692613,
-3.980970970762413
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.636925965142346,
-13.999198827619193
],
"y": [
-18.739645813550112,
-18.55375020143937
],
"z": [
-3.714645075692613,
-2.2418961308582155
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.812539145921487,
-15.341453393708388
],
"y": [
-18.365544635800482,
-17.45647040638274
],
"z": [
-4.616275991303147,
-4.319371286226668
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.812539145921487,
-14.483430999409563
],
"y": [
-18.365544635800482,
-18.224464873980597
],
"z": [
-4.616275991303147,
-5.652538949583675
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-14.812539145921487,
-15.567345518338925
],
"y": [
-18.365544635800482,
-19.16096549203031
],
"z": [
-4.616275991303147,
-4.60968344758608
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.191210545357343,
-12.317253417328438
],
"y": [
-20.175757860773853,
-20.43076066251707
],
"z": [
-3.980970970762413,
-3.3706689803752274
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.191210545357343,
-12.885574537395325
],
"y": [
-20.175757860773853,
-20.300096180327746
],
"z": [
-3.980970970762413,
-5.026318024581193
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.191210545357343,
-13.98649394336509
],
"y": [
-20.175757860773853,
-20.89652737192706
],
"z": [
-3.980970970762413,
-3.7648280582134097
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.999198827619193,
-14.53943036311004
],
"y": [
-18.55375020143937,
-17.630082311734892
],
"z": [
-2.2418961308582155,
-2.020145893902151
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.999198827619193,
-14.651196859820683
],
"y": [
-18.55375020143937,
-19.36758404638572
],
"z": [
-2.2418961308582155,
-1.9026300128546385
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-13.999198827619193,
-13.100608250293039
],
"y": [
-18.55375020143937,
-18.55973406700154
],
"z": [
-2.2418961308582155,
-1.613913569242377
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-12.761097672293843,
-11.514333134555788
],
"y": [
-16.54655555198644,
-15.785466617639148
],
"z": [
-3.848333953616872,
-4.215139285438698
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.514333134555788,
-11.266154701883295
],
"y": [
-15.785466617639148,
-15.973318527479737
],
"z": [
-4.215139285438698,
-5.262803857487147
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-11.514333134555788,
-10.685348976346209
],
"y": [
-15.785466617639148,
-16.079802134025662
],
"z": [
-4.215139285438698,
-3.566158107567534
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.174962738013383,
-8.289021689994183
],
"y": [
-10.25254791078586,
-11.00312187251518
],
"z": [
-8.03748885341307,
-9.14530235010239
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.174962738013383,
-9.337577843840856
],
"y": [
-10.25254791078586,
-9.903601187670585
],
"z": [
-8.03748885341307,
-7.261503808371042
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.174962738013383,
-6.881128337711432
],
"y": [
-10.25254791078586,
-9.904198643723706
],
"z": [
-8.03748885341307,
-7.798586126905911
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-8.289021689994183,
-7.0680227481009
],
"y": [
-11.00312187251518,
-11.155316863667895
],
"z": [
-9.14530235010239,
-9.646109736792631
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-7.0680227481009,
-6.194253856806298
],
"y": [
-11.155316863667895,
-10.488337530872585
],
"z": [
-9.646109736792631,
-8.833055898335587
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.337577843840856,
-9.81245143166243
],
"y": [
-9.903601187670585,
-11.063940913506126
],
"z": [
-7.261503808371042,
-6.400358271172267
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.337577843840856,
-9.082416046578622
],
"y": [
-9.903601187670585,
-9.043590361595868
],
"z": [
-7.261503808371042,
-6.632925431195865
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.337577843840856,
-10.122543147237423
],
"y": [
-9.903601187670585,
-9.590099357431896
],
"z": [
-7.261503808371042,
-7.95822578656645
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.881128337711432,
-6.194253856806298
],
"y": [
-9.904198643723706,
-10.488337530872585
],
"z": [
-7.798586126905911,
-8.833055898335587
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.881128337711432,
-6.575831213471914
],
"y": [
-9.904198643723706,
-9.300994636154705
],
"z": [
-7.798586126905911,
-6.955250149264863
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-6.194253856806298,
-4.754081036325266
],
"y": [
-10.488337530872585,
-10.464177889476233
],
"z": [
-8.833055898335587,
-9.118765994193787
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.81245143166243,
-10.686926624815882
],
"y": [
-11.063940913506126,
-10.76700228088609
],
"z": [
-6.400358271172267,
-5.813143825661125
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-9.81245143166243,
-10.091658179066432
],
"y": [
-11.063940913506126,
-11.926394619344084
],
"z": [
-6.400358271172267,
-7.014968373180404
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.754081036325266,
-4.485954477065682
],
"y": [
-10.464177889476233,
-11.27722672478436
],
"z": [
-9.118765994193787,
-9.80065371194775
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-4.754081036325266,
-4.161368636708576
],
"y": [
-10.464177889476233,
-10.578611462840364
],
"z": [
-9.118765994193787,
-8.20565844925303
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
0.8182994298456063,
-0.19372324841450028
],
"y": [
-4.485299015227664,
-4.787745836812511
],
"z": [
-7.715778107733917,
-9.081071273614585
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-2.842455528869415,
-1.826284140043305
],
"y": [
-5.613023214868775,
-5.337112120451797
],
"z": [
-12.646596169859837,
-11.275481201482332
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-0.681758663535467,
-0.19372324841450028
],
"y": [
-3.743169779828552,
-4.787745836812511
],
"z": [
-9.866222790688553,
-9.081071273614585
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-0.681758663535467,
-1.4979911137307362
],
"y": [
-3.743169779828552,
-4.017785804320612
],
"z": [
-9.866222790688553,
-10.963454054525128
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-0.681758663535467,
-0.3540150027364155
],
"y": [
-3.743169779828552,
-2.3164175559650886
],
"z": [
-9.866222790688553,
-9.564698621662767
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-0.19372324841450028,
-0.522016274727072
],
"y": [
-4.787745836812511,
-6.107072152943693
],
"z": [
-9.081071273614585,
-9.393098420571787
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-1.4979911137307362,
-1.826284140043305
],
"y": [
-4.017785804320612,
-5.337112120451797
],
"z": [
-10.963454054525128,
-11.275481201482332
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-1.4979911137307362,
-1.8792876115928163
],
"y": [
-4.017785804320612,
-3.20390225373545
],
"z": [
-10.963454054525128,
-11.576379234955008
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-0.3540150027364155,
0.7271918117274416
],
"y": [
-2.3164175559650886,
-2.151091227679503
],
"z": [
-9.564698621662767,
-9.615480109751694
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-0.3540150027364155,
-0.8186208124221128
],
"y": [
-2.3164175559650886,
-1.6298112014409643
],
"z": [
-9.564698621662767,
-10.280893661811323
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-0.3540150027364155,
-0.7194499677666429
],
"y": [
-2.3164175559650886,
-2.039844922219699
],
"z": [
-9.564698621662767,
-8.570073700098622
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 5.76
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-1.826284140043305,
-1.3382972622829532
],
"y": [
-5.337112120451797,
-6.381751562136051
],
"z": [
-11.275481201482332,
-10.490389904873268
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-0.522016274727072,
-1.3382972622829532
],
"y": [
-6.107072152943693,
-6.381751562136051
],
"z": [
-9.393098420571787,
-10.490389904873268
]
},
{
"hoverinfo": "skip",
"line": {
"color": "black",
"width": 1.44
},
"mode": "lines",
"showlegend": false,
"type": "scatter3d",
"x": [
-0.522016274727072,
-0.14071652641610655
],
"y": [
-6.107072152943693,
-6.920978099292569
],
"z": [
-9.393098420571787,
-8.779654117936309
]
}
],
"layout": {
"scene": {
"xaxis": {
"showgrid": false,
"showline": false,
"showticklabels": false
},
"yaxis": {
"showgrid": false,
"showline": false,
"showticklabels": false
},
"zaxis": {
"showgrid": false,
"showline": false,
"showticklabels": false
}
},
"template": {
"data": {
"bar": [
{
"error_x": {
"color": "rgb(36,36,36)"
},
"error_y": {
"color": "rgb(36,36,36)"
},
"marker": {
"line": {
"color": "white",
"width": 0.5
},
"pattern": {
"fillmode": "overlay",
"size": 10,
"solidity": 0.2
}
},
"type": "bar"
}
],
"barpolar": [
{
"marker": {
"line": {
"color": "white",
"width": 0.5
},
"pattern": {
"fillmode": "overlay",
"size": 10,
"solidity": 0.2
}
},
"type": "barpolar"
}
],
"carpet": [
{
"aaxis": {
"endlinecolor": "rgb(36,36,36)",
"gridcolor": "white",
"linecolor": "white",
"minorgridcolor": "white",
"startlinecolor": "rgb(36,36,36)"
},
"baxis": {
"endlinecolor": "rgb(36,36,36)",
"gridcolor": "white",
"linecolor": "white",
"minorgridcolor": "white",
"startlinecolor": "rgb(36,36,36)"
},
"type": "carpet"
}
],
"choropleth": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"type": "choropleth"
}
],
"contour": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "contour"
}
],
"contourcarpet": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"type": "contourcarpet"
}
],
"heatmap": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "heatmap"
}
],
"heatmapgl": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "heatmapgl"
}
],
"histogram": [
{
"marker": {
"line": {
"color": "white",
"width": 0.6
}
},
"type": "histogram"
}
],
"histogram2d": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "histogram2d"
}
],
"histogram2dcontour": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "histogram2dcontour"
}
],
"mesh3d": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"type": "mesh3d"
}
],
"parcoords": [
{
"line": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "parcoords"
}
],
"pie": [
{
"automargin": true,
"type": "pie"
}
],
"scatter": [
{
"fillpattern": {
"fillmode": "overlay",
"size": 10,
"solidity": 0.2
},
"type": "scatter"
}
],
"scatter3d": [
{
"line": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scatter3d"
}
],
"scattercarpet": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scattercarpet"
}
],
"scattergeo": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scattergeo"
}
],
"scattergl": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scattergl"
}
],
"scattermapbox": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scattermapbox"
}
],
"scatterpolar": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scatterpolar"
}
],
"scatterpolargl": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scatterpolargl"
}
],
"scatterternary": [
{
"marker": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"type": "scatterternary"
}
],
"surface": [
{
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
},
"colorscale": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"type": "surface"
}
],
"table": [
{
"cells": {
"fill": {
"color": "rgb(237,237,237)"
},
"line": {
"color": "white"
}
},
"header": {
"fill": {
"color": "rgb(217,217,217)"
},
"line": {
"color": "white"
}
},
"type": "table"
}
]
},
"layout": {
"annotationdefaults": {
"arrowhead": 0,
"arrowwidth": 1
},
"autotypenumbers": "strict",
"coloraxis": {
"colorbar": {
"outlinewidth": 1,
"tickcolor": "rgb(36,36,36)",
"ticks": "outside"
}
},
"colorscale": {
"diverging": [
[
0,
"rgb(103,0,31)"
],
[
0.1,
"rgb(178,24,43)"
],
[
0.2,
"rgb(214,96,77)"
],
[
0.3,
"rgb(244,165,130)"
],
[
0.4,
"rgb(253,219,199)"
],
[
0.5,
"rgb(247,247,247)"
],
[
0.6,
"rgb(209,229,240)"
],
[
0.7,
"rgb(146,197,222)"
],
[
0.8,
"rgb(67,147,195)"
],
[
0.9,
"rgb(33,102,172)"
],
[
1,
"rgb(5,48,97)"
]
],
"sequential": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
],
"sequentialminus": [
[
0,
"#440154"
],
[
0.1111111111111111,
"#482878"
],
[
0.2222222222222222,
"#3e4989"
],
[
0.3333333333333333,
"#31688e"
],
[
0.4444444444444444,
"#26828e"
],
[
0.5555555555555556,
"#1f9e89"
],
[
0.6666666666666666,
"#35b779"
],
[
0.7777777777777778,
"#6ece58"
],
[
0.8888888888888888,
"#b5de2b"
],
[
1,
"#fde725"
]
]
},
"colorway": [
"#1F77B4",
"#FF7F0E",
"#2CA02C",
"#D62728",
"#9467BD",
"#8C564B",
"#E377C2",
"#7F7F7F",
"#BCBD22",
"#17BECF"
],
"font": {
"color": "rgb(36,36,36)"
},
"geo": {
"bgcolor": "white",
"lakecolor": "white",
"landcolor": "white",
"showlakes": true,
"showland": true,
"subunitcolor": "white"
},
"hoverlabel": {
"align": "left"
},
"hovermode": "closest",
"mapbox": {
"style": "light"
},
"paper_bgcolor": "white",
"plot_bgcolor": "white",
"polar": {
"angularaxis": {
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside"
},
"bgcolor": "white",
"radialaxis": {
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside"
}
},
"scene": {
"xaxis": {
"backgroundcolor": "white",
"gridcolor": "rgb(232,232,232)",
"gridwidth": 2,
"linecolor": "rgb(36,36,36)",
"showbackground": true,
"showgrid": false,
"showline": true,
"ticks": "outside",
"zeroline": false,
"zerolinecolor": "rgb(36,36,36)"
},
"yaxis": {
"backgroundcolor": "white",
"gridcolor": "rgb(232,232,232)",
"gridwidth": 2,
"linecolor": "rgb(36,36,36)",
"showbackground": true,
"showgrid": false,
"showline": true,
"ticks": "outside",
"zeroline": false,
"zerolinecolor": "rgb(36,36,36)"
},
"zaxis": {
"backgroundcolor": "white",
"gridcolor": "rgb(232,232,232)",
"gridwidth": 2,
"linecolor": "rgb(36,36,36)",
"showbackground": true,
"showgrid": false,
"showline": true,
"ticks": "outside",
"zeroline": false,
"zerolinecolor": "rgb(36,36,36)"
}
},
"shapedefaults": {
"fillcolor": "black",
"line": {
"width": 0
},
"opacity": 0.3
},
"ternary": {
"aaxis": {
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside"
},
"baxis": {
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside"
},
"bgcolor": "white",
"caxis": {
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside"
}
},
"title": {
"x": 0.05
},
"xaxis": {
"automargin": true,
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside",
"title": {
"standoff": 15
},
"zeroline": false,
"zerolinecolor": "rgb(36,36,36)"
},
"yaxis": {
"automargin": true,
"gridcolor": "rgb(232,232,232)",
"linecolor": "rgb(36,36,36)",
"showgrid": false,
"showline": true,
"ticks": "outside",
"title": {
"standoff": 15
},
"zeroline": false,
"zerolinecolor": "rgb(36,36,36)"
}
}
}
}
},
"text/html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# optimize the molecule using the DistanceRotatron (default anyway, so actually no need to specify)\n",
"# and the swarm algorithm (default as well)\n",
"# but this time, pass unfold=3 to the rotatron (default would be 1)\n",
"mol_optimized_high_unfold = mol.optimize(rotatron=\"distance\", algorithm=\"swarm\", rotatron_kws={\"unfold\":3}, inplace=False)\n",
"\n",
"# show the optimized molecule\n",
"mol_optimized_high_unfold.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"So that's it, it doesn't really look all that different from the others...\n",
"\n",
"Anyway, this concludes this little introduction to conformational optimization with Biobuild. Of course we only covered the use of one Rotatron environment, but using the others is no different - only hyperparameters change..."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Thank you for reading all this way and good luck with your project involving Biobuild!"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "glyco2",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.2"
},
"orig_nbformat": 4
},
"nbformat": 4,
"nbformat_minor": 2
}