Visualize Network Relationships with Cola Layout
Network graphs are powerful visualizations of relationships within datasets. Nodes represent entities, and edges show connections between them. Applications range from social networks and infrastructure mapping to biological systems and cybersecurity analysis. Understanding network graph properties like centrality and clustering reveals valuable insights. Analyzing network graphs helps identify key players, vulnerabilities, and community structures. Tools and algorithms exist for creating, visualizing, and analyzing these graphs, providing crucial data-driven insights across many fields. From identifying influential figures to optimizing infrastructure, network graphs offer a versatile approach to complex data representation.
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}
// Create the configuration for the graph
var config = {
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"networkLayoutType" : "cola"
}
// Event used to create graph (optional)
var events = false
// Call the CanvasXpress function to create the graph
var cX = new CanvasXpress("canvasId", data, config, events);
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library(canvasXpress)
nodes=read.table("https://www.canvasxpress.org/data/r/cX-dunart-nodes.txt", header=TRUE, sep="\t", quote="", fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE)
edges=read.table("https://www.canvasxpress.org/data/r/cX-dunart-edges.txt", header=TRUE, sep="\t", quote="", fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE)
groups=read.table("https://www.canvasxpress.org/data/r/cX-dunart-groups.txt", header=TRUE, sep="\t", quote="", fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE)
constraints=read.table("https://www.canvasxpress.org/data/r/cX-dunart-constraints.txt", header=TRUE, sep="\t", quote="", fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE)
canvasXpress(
nodeData=nodes,
edgeData=edges,
groupData=groups,
constraintData=constraints,
graphType="Network",
networkLayoutType="cola"
)
from canvasxpress.canvas import CanvasXpress
from canvasxpress.plot import show_in_browser
if __name__ == "__main__":
# Define the chart with its data and configuration
chart: CanvasXpress = CanvasXpress(
render_to = "network7",
data = {
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}
],
"type": "alignment"
},
{
"axis": "x",
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{
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},
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},
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},
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"nodeId": "Id5",
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},
{
"nodeId": "Id6",
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},
{
"nodeId": "Id7",
"offset": 0
}
],
"type": "alignment"
},
{
"axis": "y",
"offsets": [
{
"nodeId": "Id7",
"offset": 0
},
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"nodeId": "Id8",
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}
],
"type": "alignment"
},
{
"axis": "x",
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"offset": 0
},
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"nodeId": "Id13",
"offset": 0
},
{
"nodeId": "Id14",
"offset": 0
},
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"nodeId": "Id23",
"offset": 0
},
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"offset": 0
},
{
"nodeId": "Id25",
"offset": 0
}
],
"type": "alignment"
},
{
"axis": "x",
"offsets": [
{
"nodeId": "Id21",
"offset": 0
},
{
"nodeId": "Id22",
"offset": 0
}
],
"type": "alignment"
},
{
"axis": "x",
"offsets": [
{
"nodeId": "Id35",
"offset": 0
},
{
"nodeId": "Id36",
"offset": 0
},
{
"nodeId": "Id43",
"offset": 0
},
{
"nodeId": "Id44",
"offset": 0
}
],
"type": "alignment"
}
],
"edges": [
{
"endArrow": "arrow",
"id1": "Id1",
"id2": "Id0"
},
{
"endArrow": "arrow",
"id1": "Id2",
"id2": "Id1"
},
{
"endArrow": "arrow",
"id1": "Id1",
"id2": "Id3"
},
{
"endArrow": "arrow",
"id1": "Id3",
"id2": "Id4"
},
{
"endArrow": "arrow",
"id1": "Id4",
"id2": "Id5"
},
{
"endArrow": "arrow",
"id1": "Id6",
"id2": "Id7"
},
{
"endArrow": "arrow",
"id1": "Id7",
"id2": "Id8"
},
{
"endArrow": "arrow",
"id1": "Id8",
"id2": "Id9"
},
{
"endArrow": "arrow",
"id1": "Id4",
"id2": "Id10"
},
{
"endArrow": "arrow",
"id1": "Id10",
"id2": "Id11"
},
{
"endArrow": "arrow",
"id1": "Id11",
"id2": "Id9"
},
{
"endArrow": "arrow",
"id1": "Id3",
"id2": "Id12"
},
{
"endArrow": "arrow",
"id1": "Id12",
"id2": "Id5"
},
{
"endArrow": "arrow",
"id1": "Id12",
"id2": "Id13"
},
{
"endArrow": "arrow",
"id1": "Id13",
"id2": "Id14"
},
{
"endArrow": "arrow",
"id1": "Id14",
"id2": "Id2"
},
{
"endArrow": "arrow",
"id1": "Id14",
"id2": "Id15"
},
{
"endArrow": "arrow",
"id1": "Id15",
"id2": "Id12"
},
{
"endArrow": "arrow",
"id1": "Id16",
"id2": "Id14"
},
{
"endArrow": "arrow",
"id1": "Id19",
"id2": "Id6"
},
{
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"id1": "Id6",
"id2": "Id20"
},
{
"endArrow": "arrow",
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},
{
"endArrow": "arrow",
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"id2": "Id18"
},
{
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"id2": "Id23"
},
{
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"id1": "Id23",
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},
{
"endArrow": "arrow",
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"id2": "Id13"
},
{
"endArrow": "arrow",
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"id2": "Id23"
},
{
"endArrow": "arrow",
"id1": "Id9",
"id2": "Id25"
},
{
"endArrow": "arrow",
"id1": "Id25",
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},
{
"endArrow": "arrow",
"id1": "Id28",
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},
{
"endArrow": "arrow",
"id1": "Id26",
"id2": "Id27"
},
{
"endArrow": "arrow",
"id1": "Id29",
"id2": "Id31"
},
{
"endArrow": "arrow",
"id1": "Id24",
"id2": "Id26"
},
{
"endArrow": "arrow",
"id1": "Id31",
"id2": "Id32"
},
{
"endArrow": "arrow",
"id1": "Id33",
"id2": "Id32"
},
{
"endArrow": "arrow",
"id1": "Id34",
"id2": "Id26"
},
{
"endArrow": "arrow",
"id1": "Id34",
"id2": "Id33"
},
{
"endArrow": "arrow",
"id1": "Id34",
"id2": "Id35"
},
{
"endArrow": "arrow",
"id1": "Id35",
"id2": "Id36"
},
{
"endArrow": "arrow",
"id1": "Id38",
"id2": "Id35"
},
{
"endArrow": "arrow",
"id1": "Id35",
"id2": "Id37"
},
{
"endArrow": "arrow",
"id1": "Id37",
"id2": "Id39"
},
{
"endArrow": "arrow",
"id1": "Id39",
"id2": "Id40"
},
{
"endArrow": "arrow",
"id1": "Id40",
"id2": "Id41"
},
{
"endArrow": "arrow",
"id1": "Id41",
"id2": "Id42"
},
{
"endArrow": "arrow",
"id1": "Id36",
"id2": "Id43"
},
{
"endArrow": "arrow",
"id1": "Id43",
"id2": "Id44"
},
{
"endArrow": "arrow",
"id1": "Id46",
"id2": "Id47"
},
{
"endArrow": "arrow",
"id1": "Id48",
"id2": "Id46"
},
{
"endArrow": "arrow",
"id1": "Id46",
"id2": "Id49"
},
{
"endArrow": "arrow",
"id1": "Id38",
"id2": "Id46"
},
{
"endArrow": "arrow",
"id1": "Id31",
"id2": "Id30"
},
{
"endArrow": "arrow",
"id1": "Id5",
"id2": "Id6"
},
{
"endArrow": "arrow",
"id1": "Id43",
"id2": "Id45"
},
{
"endArrow": "arrow",
"id1": "Id9",
"id2": "Id31"
}
],
"groups": [
{
"color": "rgb(254,243,187)",
"id": "G0",
"nodes": ["Id29", "Id25", "Id24", "Id23", "Id22", "Id21", "Id20", "Id19", "Id18", "Id17", "Id16", "Id15", "Id14", "Id13", "Id12", "Id11", "Id10", "Id9", "Id8", "Id7", "Id6", "Id5", "Id4", "Id3", "Id2", "Id1", "Id0", "Id27"],
"padding": 8
},
{
"color": "rgb(199,233,217)",
"id": "G1",
"nodes": ["Id28", "Id30", "Id45", "Id44", "Id43", "Id38", "Id37", "Id36", "Id35", "Id34", "Id33", "Id32", "Id47", "Id39", "Id40"],
"padding": 8
},
{
"color": "rgb(254,243,187)",
"id": "G2",
"nodes": ["Id48", "Id49", "Id42"],
"padding": 8
}
],
"nodes": [
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id0",
"name": "P",
"rx": 9,
"ry": 9,
"shape": "roundrect",
"width": 10,
"x": 172,
"y": 238
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id1",
"name": "sucrose phosphate phosphatase",
"rx": 5,
"ry": 5,
"shape": "roundrect",
"width": 10,
"x": 191,
"y": 172
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id2",
"name": "sucrose 6-phosphate",
"rx": 17,
"ry": 17,
"shape": "roundrect",
"width": 10,
"x": 308,
"y": 179
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id3",
"name": "sucrose",
"rx": 9,
"ry": 9,
"shape": "roundrect",
"width": 10,
"x": 203,
"y": 251
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id4",
"name": "invertase",
"rx": 5,
"ry": 5,
"shape": "roundrect",
"width": 10,
"x": 202,
"y": 303
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id5",
"name": "fructose",
"rx": 9,
"ry": 9,
"shape": "roundrect",
"width": 10,
"x": 203,
"y": 345
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id6",
"name": "fructokinase",
"rx": 5,
"ry": 5,
"shape": "roundrect",
"width": 10,
"x": 194,
"y": 395
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id7",
"name": "fructose 6-phosphate",
"rx": 17,
"ry": 17,
"shape": "roundrect",
"width": 10,
"x": 191,
"y": 485
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id8",
"name": "phosphoglucose isomerase",
"rx": 5,
"ry": 5,
"shape": "roundrect",
"width": 10,
"x": 283,
"y": 485
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id9",
"name": "glucose 6-phosphate",
"rx": 17,
"ry": 17,
"shape": "roundrect",
"width": 10,
"x": 393,
"y": 485
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id10",
"name": "glucose",
"rx": 9,
"ry": 9,
"shape": "roundrect",
"width": 10,
"x": 306,
"y": 356
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id11",
"name": "hexokinase",
"rx": 5,
"ry": 5,
"shape": "roundrect",
"width": 10,
"x": 309,
"y": 419
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id12",
"name": "sucrose synthase",
"rx": 5,
"ry": 5,
"shape": "roundrect",
"width": 10,
"x": 309,
"y": 259
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id13",
"name": "UDP - glucose",
"rx": 17,
"ry": 17,
"shape": "roundrect",
"width": 10,
"x": 404,
"y": 276
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id14",
"name": "sucrose phosphate synthase",
"rx": 5,
"ry": 5,
"shape": "roundrect",
"width": 10,
"x": 400,
"y": 172
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id15",
"name": "UDP",
"rx": 9,
"ry": 9,
"shape": "roundrect",
"width": 10,
"x": 354,
"y": 227
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id16",
"name": "fructose 6-phosphate",
"rx": 17,
"ry": 17,
"shape": "roundrect",
"width": 10,
"x": 384,
"y": 125
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id17",
"name": "ATP",
"rx": 9,
"ry": 9,
"shape": "roundrect",
"width": 10,
"x": 348,
"y": 388
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id18",
"name": "ATP",
"rx": 9,
"ry": 9,
"shape": "roundrect",
"width": 10,
"x": 313,
"y": 451
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id19",
"name": "ATP",
"rx": 9,
"ry": 9,
"shape": "roundrect",
"width": 10,
"x": 149,
"y": 378
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id20",
"name": "ADP",
"rx": 9,
"ry": 9,
"shape": "roundrect",
"width": 10,
"x": 149,
"y": 411
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id21",
"name": "PP",
"rx": 9,
"ry": 9,
"shape": "roundrect",
"width": 10,
"x": 486,
"y": 292
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id22",
"name": "UTP",
"rx": 9,
"ry": 9,
"shape": "roundrect",
"width": 10,
"x": 484,
"y": 372
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id23",
"name": "UDP glucose pyrophosphorylase",
"rx": 5,
"ry": 5,
"shape": "roundrect",
"width": 10,
"x": 374,
"y": 324
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id24",
"name": "glucose 1-phosphate",
"rx": 17,
"ry": 17,
"shape": "roundrect",
"width": 10,
"x": 394,
"y": 372
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id25",
"name": "phospho- glucomutase (cPGM)",
"rx": 5,
"ry": 5,
"shape": "roundrect",
"width": 10,
"x": 390,
"y": 419
},
{
"color": "rgb(245,245,221)",
"height": 18,
"id": "Id26",
"name": "G1P transporter",
"rx": 5,
"ry": 5,
"shape": "roundrect",
"width": 30,
"x": 536,
"y": 398
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id27",
"name": "P",
"rx": 9,
"ry": 9,
"shape": "roundrect",
"width": 10,
"x": 496,
"y": 423
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id28",
"name": "P",
"rx": 9,
"ry": 9,
"shape": "roundrect",
"width": 10,
"x": 628,
"y": 390
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id29",
"name": "P",
"rx": 9,
"ry": 9,
"shape": "roundrect",
"width": 10,
"x": 496,
"y": 482
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id30",
"name": "P",
"rx": 9,
"ry": 9,
"shape": "roundrect",
"width": 10,
"x": 630,
"y": 526
},
{
"color": "rgb(245,245,221)",
"height": 18,
"id": "Id31",
"name": "G6P transporter",
"rx": 5,
"ry": 5,
"shape": "roundrect",
"width": 30,
"x": 536,
"y": 502
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id32",
"name": "glucose 6-phosphate",
"rx": 17,
"ry": 17,
"shape": "roundrect",
"width": 10,
"x": 628,
"y": 558
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id33",
"name": "phospho- glucomutase (cPGM)",
"rx": 5,
"ry": 5,
"shape": "roundrect",
"width": 10,
"x": 628,
"y": 422
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id34",
"name": "glucose 1-phosphate",
"rx": 17,
"ry": 17,
"shape": "roundrect",
"width": 10,
"x": 628,
"y": 337
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id35",
"name": "ADPglucose pyrophosphorylase (pAGPase)",
"rx": 5,
"ry": 5,
"shape": "roundrect",
"width": 10,
"x": 718,
"y": 346
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id36",
"name": "ADP - glucose",
"rx": 17,
"ry": 17,
"shape": "roundrect",
"width": 10,
"x": 748,
"y": 408
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id37",
"name": "PP",
"rx": 9,
"ry": 9,
"shape": "roundrect",
"width": 10,
"x": 818,
"y": 408
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id38",
"name": "ATP",
"rx": 9,
"ry": 9,
"shape": "roundrect",
"width": 10,
"x": 848,
"y": 345
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id39",
"name": "inorganic diphosphatase",
"rx": 5,
"ry": 5,
"shape": "roundrect",
"width": 10,
"x": 838,
"y": 440
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id40",
"name": "P",
"rx": 9,
"ry": 9,
"shape": "roundrect",
"width": 10,
"x": 874,
"y": 488
},
{
"color": "rgb(245,245,221)",
"height": 18,
"id": "Id41",
"name": "phosphate transporter",
"rx": 5,
"ry": 5,
"shape": "roundrect",
"width": 30,
"x": 948,
"y": 497
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id42",
"name": "P",
"rx": 9,
"ry": 9,
"shape": "roundrect",
"width": 10,
"x": 1042,
"y": 521
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id43",
"name": "starch synthase (simpl.)",
"rx": 5,
"ry": 5,
"shape": "roundrect",
"width": 10,
"x": 728,
"y": 456
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id44",
"name": "ADP",
"rx": 9,
"ry": 9,
"shape": "roundrect",
"width": 10,
"x": 760,
"y": 504
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id45",
"name": "starch",
"rx": 9,
"ry": 9,
"shape": "roundrect",
"width": 10,
"x": 806,
"y": 504
},
{
"color": "rgb(245,245,221)",
"height": 18,
"id": "Id46",
"name": "ATP/ADP transporter",
"rx": 5,
"ry": 5,
"shape": "roundrect",
"width": 30,
"x": 948,
"y": 359
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id47",
"name": "ADP",
"rx": 9,
"ry": 9,
"shape": "roundrect",
"width": 10,
"x": 881,
"y": 384
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id48",
"name": "ADP",
"rx": 9,
"ry": 9,
"shape": "roundrect",
"width": 10,
"x": 1042,
"y": 351
},
{
"color": "rgb(245,245,221)",
"height": 6,
"id": "Id49",
"name": "ATP",
"rx": 9,
"ry": 9,
"shape": "roundrect",
"width": 10,
"x": 1042,
"y": 384
}
]
},
config = {
"graphType": "Network",
"networkLayoutType": "cola"
},
width = 600,
height = 550
)
# Display the chart in its own Web page
show_in_browser(chart)
Run this notebook:
from canvasxpress.canvas import CanvasXpress
from canvasxpress.plot import graph
graph(
CanvasXpress(
render_to = "network7",
data = {
"constraints": [
{
"axis": "y",
"offsets": [
{
"nodeId": "Id1",
"offset": 0
},
{
"nodeId": "Id2",
"offset": 0
},
{
"nodeId": "Id14",
"offset": 0
}
],
"type": "alignment"
},
{
"axis": "x",
"offsets": [
{
"nodeId": "Id1",
"offset": 0
},
{
"nodeId": "Id3",
"offset": 0
},
{
"nodeId": "Id4",
"offset": 0
},
{
"nodeId": "Id5",
"offset": 0
},
{
"nodeId": "Id6",
"offset": 0
},
{
"nodeId": "Id7",
"offset": 0
}
],
"type": "alignment"
},
{
"axis": "y",
"offsets": [
{
"nodeId": "Id7",
"offset": 0
},
{
"nodeId": "Id8",
"offset": 0
},
{
"nodeId": "Id9",
"offset": 0
}
],
"type": "alignment"
},
{
"axis": "x",
"offsets": [
{
"nodeId": "Id9",
"offset": 0
},
{
"nodeId": "Id13",
"offset": 0
},
{
"nodeId": "Id14",
"offset": 0
},
{
"nodeId": "Id23",
"offset": 0
},
{
"nodeId": "Id24",
"offset": 0
},
{
"nodeId": "Id25",
"offset": 0
}
],
"type": "alignment"
},
{
"axis": "x",
"offsets": [
{
"nodeId": "Id21",
"offset": 0
},
{
"nodeId": "Id22",
"offset": 0
}
],
"type": "alignment"
},
{
"axis": "x",
"offsets": [
{
"nodeId": "Id35",
"offset": 0
},
{
"nodeId": "Id36",
"offset": 0
},
{
"nodeId": "Id43",
"offset": 0
},
{
"nodeId": "Id44",
"offset": 0
}
],
"type": "alignment"
}
],
"edges": [
{
"endArrow": "arrow",
"id1": "Id1",
"id2": "Id0"
},
{
"endArrow": "arrow",
"id1": "Id2",
"id2": "Id1"
},
{
"endArrow": "arrow",
"id1": "Id1",
"id2": "Id3"
},
{
"endArrow": "arrow",
"id1": "Id3",
"id2": "Id4"
},
{
"endArrow": "arrow",
"id1": "Id4",
"id2": "Id5"
},
{
"endArrow": "arrow",
"id1": "Id6",
"id2": "Id7"
},
{
"endArrow": "arrow",
"id1": "Id7",
"id2": "Id8"
},
{
"endArrow": "arrow",
"id1": "Id8",
"id2": "Id9"
},
{
"endArrow": "arrow",
"id1": "Id4",
"id2": "Id10"
},
{
"endArrow": "arrow",
"id1": "Id10",
"id2": "Id11"
},
{
"endArrow": "arrow",
"id1": "Id11",
"id2": "Id9"
},
{
"endArrow": "arrow",
"id1": "Id3",
"id2": "Id12"
},
{
"endArrow": "arrow",
"id1": "Id12",
"id2": "Id5"
},
{
"endArrow": "arrow",
"id1": "Id12",
"id2": "Id13"
},
{
"endArrow": "arrow",
"id1": "Id13",
"id2": "Id14"
},
{
"endArrow": "arrow",
"id1": "Id14",
"id2": "Id2"
},
{
"endArrow": "arrow",
"id1": "Id14",
"id2": "Id15"
},
{
"endArrow": "arrow",
"id1": "Id15",
"id2": "Id12"
},
{
"endArrow": "arrow",
"id1": "Id16",
"id2": "Id14"
},
{
"endArrow": "arrow",
"id1": "Id19",
"id2": "Id6"
},
{
"endArrow": "arrow",
"id1": "Id6",
"id2": "Id20"
},
{
"endArrow": "arrow",
"id1": "Id17",
"id2": "Id11"
},
{
"endArrow": "arrow",
"id1": "Id11",
"id2": "Id18"
},
{
"endArrow": "arrow",
"id1": "Id22",
"id2": "Id23"
},
{
"endArrow": "arrow",
"id1": "Id23",
"id2": "Id21"
},
{
"endArrow": "arrow",
"id1": "Id23",
"id2": "Id13"
},
{
"endArrow": "arrow",
"id1": "Id24",
"id2": "Id23"
},
{
"endArrow": "arrow",
"id1": "Id9",
"id2": "Id25"
},
{
"endArrow": "arrow",
"id1": "Id25",
"id2": "Id24"
},
{
"endArrow": "arrow",
"id1": "Id28",
"id2": "Id26"
},
{
"endArrow": "arrow",
"id1": "Id26",
"id2": "Id27"
},
{
"endArrow": "arrow",
"id1": "Id29",
"id2": "Id31"
},
{
"endArrow": "arrow",
"id1": "Id24",
"id2": "Id26"
},
{
"endArrow": "arrow",
"id1": "Id31",
"id2": "Id32"
},
{
"endArrow": "arrow",
"id1": "Id33",
"id2": "Id32"
},
{
"endArrow": "arrow",
"id1": "Id34",
"id2": "Id26"
},
{
"endArrow": "arrow",
"id1": "Id34",
"id2": "Id33"
},
{
"endArrow": "arrow",
"id1": "Id34",
"id2": "Id35"
},
{
"endArrow": "arrow",
"id1": "Id35",
"id2": "Id36"
},
{
"endArrow": "arrow",
"id1": "Id38",
"id2": "Id35"
},
{
"endArrow": "arrow",
"id1": "Id35",
"id2": "Id37"
},
{
"endArrow": "arrow",
"id1": "Id37",
"id2": "Id39"
},
{
"endArrow": "arrow",
"id1": "Id39",
"id2": "Id40"
},
{
"endArrow": "arrow",
"id1": "Id40",
"id2": "Id41"
},
{
"endArrow": "arrow",
"id1": "Id41",
"id2": "Id42"
},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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}
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{
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}
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},
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{
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{
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{
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{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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{
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}
]
},
config = {
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"networkLayoutType": "cola"
},
width = 600,
height = 550
)
)
