Richard-Mathie · May 12, 2017 16:17
diff --git a/39 Subjects of Asset Management.md b/39 Subjects of Asset Management.md
diff --git a/Copy of 39 Subjects Force Directed Graph V0 1.txt b/Copy of 39 Subjects Force Directed Graph V0 1.txt
 		INPUTS																																							
 		AM Policy	AM Strategy & Objectives	Demand Analysis	Strategic Planning	AM Planning	Capital investment decision making	Ops & maintenance decision making	Lifecycle value realisation	Resourcing strategy	Shutdowns and outage strategy	Technical Standards & legislation	Asset creation & acquisition	Systems engineering	Configuration management	Maintenance delivery	Reliability engineering	Asset operations	Resource management	Shutdown & outage management	Fault & incident response	Asset decomissioning & disposal	Asset Information Strategy	Asset information standards	Asset information systems	Data & information management	Procurement & supply chain management	Asset management leadership	Organisational structure	Organisational culture	Competence management	Risk assessment & management	Contingency planning & resilience analysis	Sustainable development	Management of change	Asset performance & health monitoring	Asset management system monitoring	"management review, audit and assurance"	Asset costing & valuation	Stakeholder engagement	
 AM Strategy & Planning	AM Policy																											I	I	I										I	
 	AM Strategy & Objectives	I		I								I																I	I			I				I	I	I		I	
 	Demand Analysis																							I	I	I										I				I	
 	Strategic Planning		I				I					I																													
 	AM Planning				I		I	I	I	I	I	I					I								I	I			I		I	I	I	I		I			I	I	
 AM Decision Making	Capital investment decision making	I	I						I			I												I	I	I															
 	Ops & maintenance decision making						I			I	I						I	I								I	I		I	I	I	I	I			I			I	I	
 	Lifecycle value realisation		I				I	I																																	
 	Resourcing strategy	I	I	I		I																				I	I				I										
 	Shutdowns and outage strategy		I																										I		I	I	I		I						
 Lifecycle Delivery	Technical Standards & legislation					I																																		I	
 	Asset creation & acquisition		I		I	I	I	I	I					I			I								I	I	I					I		I	I				I		
 	Systems engineering					I				I		I														I					I										
 	Configuration management					I																	I	I		I									I			I			
 	Maintenance delivery		I			I		I				I						I	I	I					I	I	I		I	I	I	I	I			I					
 	Reliability engineering											I		I																		I									
 	Asset operations		I	I		I		I								I			I	I	I				I	I	I		I	I	I	I	I								
 	Resource management					I																					I		I		I	I									
 	Shutdown & outage management					I		I				I			I				I						I	I	I				I	I	I		I	I					
 	Fault & incident response																		I							I			I			I	I			I		I	I		
 	Asset decomissioning & disposal					I																				I															
 Asset Information	Asset Information Strategy		I									I																	I	I	I										
 	Asset information standards											I											I																		
 	Asset information systems		I																				I	I														I			
 	Data & information management													I	I						I															I	I	I			
 Organisation & People	Procurement & supply chain management		I		I	I				I	I			I					I	I	I	I				I			I	I	I	I					I				
 	Asset management leadership	I	I																										I	I										I	
 	Organisational structure	I	I																									I		I										I	
 	Organisational culture																											I													
 	Competence management	I	I							I																	I					I							I		
 Risk & Review	Risk assessment & management		I				I	I				I		I			I				I					I							I	I	I	I	I	I	I		
 	Contingency planning & resilience analysis		I									I									I				I	I						I						I			
 	Sustainable development	I	I									I	I									I				I	I														
 	Management of change																																I	I						I	
 	Asset performance & health monitoring			I													I	I			I				I	I											I	I	I		
 	Asset management system monitoring		I																						I	I					I	I				I		I			
 	"management review, audit and assurance"		I									I									I				I	I					I	I				I	I			I	
 	Asset costing & valuation		I		I	I	I	I	I																	I										I					
 	Stakeholder engagement	I	I									I								I	I					I	I	I				I			I			I			
diff --git a/index.html b/index.html
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  <aside>September 3, 2015</aside>
  <a href="http://theIAM.org">the IAM</a>
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 <h1><i>39 Subjects of Asset Management</i> Co&#8209dependence</h1>

 <aside id="info" style="margin-top:80px;">

 <p>This force directed graph visualizes the co-dependence of the 39 subjects of asset management as defined by <i><a href="http://theIAM.org">the IAM</a></i>.</p>

 <p>Each coloured circle represents a subject with the color represnting the subject group. And each link represents the inputs to that subject.</p>

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diff --git a/subjects.json b/subjects.json
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 }
diff --git a/subjects2.json b/subjects2.json
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    {"source":38,"target":34,"value":2},
    {"source":38,"target":35,"value":2},
    {"source":38,"target":36,"value":2},
    {"source":38,"target":37,"value":2},
    {"source":38,"target":11,"value":2},
    {"source":38,"target":29,"value":1},
    {"source":39,"target":25,"value":1},
    {"source":40,"target":25,"value":1},
    {"source":41,"target":24,"value":2},
    {"source":41,"target":25,"value":3},
    {"source":42,"target":41,"value":2},
    {"source":42,"target":25,"value":2},
    {"source":42,"target":24,"value":1},
    {"source":43,"target":11,"value":3},
    {"source":43,"target":26,"value":1},
    {"source":43,"target":27,"value":1},
    {"source":44,"target":28,"value":3},
    {"source":44,"target":11,"value":1},
    {"source":45,"target":28,"value":2},
    {"source":47,"target":46,"value":1},
    {"source":48,"target":47,"value":2},
    {"source":48,"target":25,"value":1},
    {"source":48,"target":27,"value":1},
    {"source":48,"target":11,"value":1},
    {"source":49,"target":26,"value":3},
    {"source":49,"target":11,"value":2},
    {"source":50,"target":49,"value":1},
    {"source":50,"target":24,"value":1},
    {"source":51,"target":49,"value":9},
    {"source":51,"target":26,"value":2},
    {"source":51,"target":11,"value":2},
    {"source":52,"target":51,"value":1},
    {"source":52,"target":39,"value":1},
    {"source":53,"target":51,"value":1},
    {"source":54,"target":51,"value":2},
    {"source":54,"target":49,"value":1},
    {"source":54,"target":26,"value":1},
    {"source":55,"target":51,"value":6},
    {"source":55,"target":49,"value":12},
    {"source":55,"target":39,"value":1},
    {"source":55,"target":54,"value":1},
    {"source":55,"target":26,"value":21},
    {"source":55,"target":11,"value":19},
    {"source":55,"target":16,"value":1},
    {"source":55,"target":25,"value":2},
    {"source":55,"target":41,"value":5},
    {"source":55,"target":48,"value":4},
    {"source":56,"target":49,"value":1},
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    {"source":57,"target":41,"value":1},
    {"source":57,"target":48,"value":1},
    {"source":58,"target":55,"value":7},
    {"source":58,"target":48,"value":7},
    {"source":58,"target":27,"value":6},
    {"source":58,"target":57,"value":1},
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    {"source":59,"target":55,"value":5},
    {"source":59,"target":48,"value":6},
    {"source":59,"target":57,"value":2},
    {"source":60,"target":48,"value":1},
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    {"source":61,"target":48,"value":2},
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    {"source":61,"target":57,"value":1},
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    {"source":62,"target":48,"value":7},
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    {"source":64,"target":62,"value":12},
    {"source":64,"target":48,"value":5},
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    {"source":64,"target":61,"value":6},
    {"source":64,"target":60,"value":2},
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    {"source":64,"target":57,"value":1},
    {"source":64,"target":11,"value":1},
    {"source":65,"target":63,"value":5},
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    {"source":65,"target":48,"value":3},
    {"source":65,"target":62,"value":5},
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    {"source":65,"target":61,"value":5},
    {"source":65,"target":60,"value":2},
    {"source":65,"target":59,"value":5},
    {"source":65,"target":57,"value":1},
    {"source":65,"target":55,"value":2},
    {"source":66,"target":64,"value":3},
    {"source":66,"target":58,"value":3},
    {"source":66,"target":59,"value":1},
    {"source":66,"target":62,"value":2},
    {"source":66,"target":65,"value":2},
    {"source":66,"target":48,"value":1},
    {"source":66,"target":63,"value":1},
    {"source":66,"target":61,"value":1},
    {"source":66,"target":60,"value":1},
    {"source":67,"target":57,"value":3},
    {"source":68,"target":25,"value":5},
    {"source":68,"target":11,"value":1},
    {"source":68,"target":24,"value":1},
    {"source":68,"target":27,"value":1},
    {"source":68,"target":48,"value":1},
    {"source":68,"target":41,"value":1},
    {"source":69,"target":25,"value":6},
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    {"source":69,"target":11,"value":1},
    {"source":69,"target":24,"value":1},
    {"source":69,"target":27,"value":2},
    {"source":69,"target":48,"value":1},
    {"source":69,"target":41,"value":1},
    {"source":70,"target":25,"value":4},
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    {"source":70,"target":68,"value":4},
    {"source":70,"target":11,"value":1},
    {"source":70,"target":24,"value":1},
    {"source":70,"target":27,"value":1},
    {"source":70,"target":41,"value":1},
    {"source":70,"target":58,"value":1},
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    {"source":71,"target":69,"value":2},
    {"source":71,"target":68,"value":2},
    {"source":71,"target":70,"value":2},
    {"source":71,"target":11,"value":1},
    {"source":71,"target":48,"value":1},
    {"source":71,"target":41,"value":1},
    {"source":71,"target":25,"value":1},
    {"source":72,"target":26,"value":2},
    {"source":72,"target":27,"value":1},
    {"source":72,"target":11,"value":1},
    {"source":73,"target":48,"value":2},
    {"source":74,"target":48,"value":2},
    {"source":74,"target":73,"value":3},
    {"source":75,"target":69,"value":3},
    {"source":75,"target":68,"value":3},
    {"source":75,"target":25,"value":3},
    {"source":75,"target":48,"value":1},
    {"source":75,"target":41,"value":1},
    {"source":75,"target":70,"value":1},
    {"source":75,"target":71,"value":1},
    {"source":76,"target":64,"value":1},
    {"source":76,"target":65,"value":1},
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    {"source":76,"target":63,"value":1},
    {"source":76,"target":62,"value":1},
    {"source":76,"target":48,"value":1},
    {"source":76,"target":58,"value":1}
  ]
 }
diff --git a/tsv2json.py b/tsv2json.py
 import csv
 import json
 import numpy as np

 with open('Copy of 39 Subjects Force Directed Graph V0 1.txt','rb') as tsv:
    AoA = csv.reader(tsv, delimiter='\t')
    Subjects = np.array([np.array(row) for row in AoA])


 Groups = filter(None,Subjects[:,0])
 Group_idx = np.where( Subjects[:,0]!='')[0]

 nodes = filter(None,Subjects[:,1])
 nodes_idx = np.where( Subjects[:,1]!='')[0]

 nodes = zip(nodes,nodes_idx)

 nodes = [ {"name":node,"group":np.where(Group_idx<=idx)[0][-1]} for node,idx in nodes]

 Dependancy_Matrix = Subjects[2:,2:]

 links = np.where( Dependancy_Matrix!='')
 links = zip(links[0],links[1])
 links = [ {"source":s,"target":t} for t,s in links]

 print json.dumps({'groups':Groups,'nodes':nodes,'links':links}, sort_keys=True,
                  indent=4, separators=(',', ': '))
	INPUTS
	AM Policy AM Strategy & Objectives Demand Analysis Strategic Planning AM Planning Capital investment decision making Ops & maintenance decision making Lifecycle value realisation Resourcing strategy Shutdowns and outage strategy Technical Standards & legislation Asset creation & acquisition Systems engineering Configuration management Maintenance delivery Reliability engineering Asset operations Resource management Shutdown & outage management Fault & incident response Asset decomissioning & disposal Asset Information Strategy Asset information standards Asset information systems Data & information management Procurement & supply chain management Asset management leadership Organisational structure Organisational culture Competence management Risk assessment & management Contingency planning & resilience analysis Sustainable development Management of change Asset performance & health monitoring Asset management system monitoring "management review, audit and assurance" Asset costing & valuation Stakeholder engagement
	AM Strategy & Planning AM Policy I I I I
	AM Strategy & Objectives I I I I I I I I I I
	Demand Analysis I I I I I
	Strategic Planning I I I
	AM Planning I I I I I I I I I I I I I I I I I I
	AM Decision Making Capital investment decision making I I I I I I I
	Ops & maintenance decision making I I I I I I I I I I I I I I I
	Lifecycle value realisation I I I
	Resourcing strategy I I I I I I I
	Shutdowns and outage strategy I I I I I I
	Lifecycle Delivery Technical Standards & legislation I I
	Asset creation & acquisition I I I I I I I I I I I I I I I
	Systems engineering I I I I I
	Configuration management I I I I I I
	Maintenance delivery I I I I I I I I I I I I I I I I
	Reliability engineering I I I
	Asset operations I I I I I I I I I I I I I I I I
	Resource management I I I I I
	Shutdown & outage management I I I I I I I I I I I I I
	Fault & incident response I I I I I I I I
	Asset decomissioning & disposal I I
	Asset Information Asset Information Strategy I I I I I
	Asset information standards I I
	Asset information systems I I I I
	Data & information management I I I I I I
	Organisation & People Procurement & supply chain management I I I I I I I I I I I I I I I I
	Asset management leadership I I I I I
	Organisational structure I I I I I
	Organisational culture I
	Competence management I I I I I I
	Risk & Review Risk assessment & management I I I I I I I I I I I I I I I
	Contingency planning & resilience analysis I I I I I I I
	Sustainable development I I I I I I I
	Management of change I I I
	Asset performance & health monitoring I I I I I I I I I
	Asset management system monitoring I I I I I I I
	"management review, audit and assurance" I I I I I I I I I I
	Asset costing & valuation I I I I I I I I
	Stakeholder engagement I I I I I I I I I I I
	<!DOCTYPE html>
	<meta charset="utf-8">
	<title>39 Subjects of Asset Management Co‑dependence</title>
	<style>
	@import url(style.css);

	.node {
	stroke: #fff;
	stroke-width: 1.5px;
	stroke-opacity: .6;
	}

	.node.mouseover {
	stroke-opacity: 1;
	}


	.link {
	/stroke: #999;/
	stroke-opacity: .6;
	stroke-width: 1.5px;
	fill: none;
	}

	.link.mouseover {
	stroke-opacity: 1;
	}




	pre {
	display:none;
	}

	.d3-tip {
	line-height: 1;
	font-weight: bold;
	font-size: 13px;
	padding: 12px;
	background: rgba(0, 0, 0, 0.8);
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	content: "\25BC";
	position: absolute;
	text-align: center;
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	margin: -1px 0 0 0;
	top: 100%;
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	font: 10px sans-serif;
	}
	</style>
	<body>
	<script src="https://cdnjs.cloudflare.com/ajax/libs/d3/3.5.5/d3.min.js"></script>
	<script src="http://labratrevenge.com/d3-tip/javascripts/d3.tip.v0.6.3.js"></script>
	<!--<script src="https://cdnjs.cloudflare.com/ajax/libs/queue-async/1.0.7/queue.min.js"></script>-->
	<!--<script src="https://cdnjs.cloudflare.com/ajax/libs/topojson/1.6.19/topojson.min.js"></script>-->

	<header>
	<aside>September 3, 2015</aside>
	<a href="http://theIAM.org">the IAM</a>
	</header>

	<h1><i>39 Subjects of Asset Management</i> Co&#8209dependence</h1>

	<aside id="info" style="margin-top:80px;">

	<p>This force directed graph visualizes the co-dependence of the 39 subjects of asset management as defined by <i><a href="http://theIAM.org">the IAM</a></i>.</p>

	<p>Each coloured circle represents a subject with the color represnting the subject group. And each link represents the inputs to that subject.</p>

	<p>Built with <a href="http://d3js.org/">d3.js</a>. Based on the work of <a href="http://www.aviz.fr/~fekete">Jean-Daniel Fekete</a>. Modified by <a href="https://github.com/Richard-Mathie">Richard Mathie</a> to investigate the relationship between the subjects of asset managment.

	</aside>

	<script>
	var width = 720,
	height = 720;

	var nodes =[],
	links =[],
	bilinks = [],
	nodeRadius = 10,
	tb = 0,
	retind = 1;

	var color = d3.scale
	.ordinal()
	.domain(d3.range(10))
	.range(
	['#ffc000', '#92d050', '#00b0f0', '#cc3399', '#ff0000', '#ff6600']
	);

	var force = d3.layout.force()
	.charge(-75)
	.linkDistance(50)
	.size([width, height]);

	var svg = d3.select("body").append("svg")
	.attr("width", width)
	.attr("height", height);

	d3.json("subjects.json",function(error,graph){
	if (error) throw error;


	// Add a tool tip
	/* Initialize tooltip */
	tip = d3.tip()
	.attr('class', 'd3-tip')
	.offset([-20, -40])
	.html(function(d, i) {
	return "<strong>Subject:</strong> <span style='color:"+color(d.group)+"'>" + d.name + "</span>";
	});

	/* Invoke the tip in the context of your visualization */
	svg.call(tip)

	// clone of nodes as array and set up link holders
	var nodes = d3.values(graph.nodes);

	// introduce two links for each set of nodes for bezier curve
	graph.links.forEach(function(link, ind, arr) {
	//uniquely identify links thats return
	for (var j = ind; j < arr.length; j++){
	if (link.source != graph.links[j].target) {
	continue;
	} else if (link.target != arr[j].source) {
	continue;
	} else {
	link.ret = retind
	arr[j].ret = retind
	retind += 1
	}
	}
	link.ret = link.ret \|\| 0

	var s = graph.nodes[link.source],
	t = graph.nodes[link.target],
	i = {"group": s.group, name: s.name+' - '+t.name}; // intermediate node

	nodes.push(i);
	links.push(
	{source: s, target: i},
	{source: i, target: t}
	);
	bilinks.push([s, i, t]);
	bilinks[bilinks.length-1].id = ind

	});

	force
	.nodes(nodes)
	.links(links)
	.start();

	// append a path to each of the links (2x expected for aesthetic curve)
	link = svg.selectAll(".link")
	.data(bilinks)
	.enter().append("path")
	.attr("class", function(link) { return "link " })
	.attr("stroke",function(d){
	return color(d[0].group);
	})


	/*var link = svg.selectAll(".link")
	.data(links)
	.enter().append("line")
	.attr("class", "link")
	.attr("stroke",function(d){
	return color(d.source.group);
	})
	.style("stroke-width", function(d) { return Math.sqrt(d.value); });*/

	var node = svg.selectAll(".node")
	.data(graph.nodes)
	.enter().append("circle")
	.attr("class", "node")
	.attr("r", nodeRadius)
	.style("fill", function(d) { return color(d.group); })
	.on('mouseover.tip', tip.show )
	.on('mouseover.highlight',function(d){
	//links.filter(function(l){return l.source==d})
	//node.filter()
	//d3.select(this).classed('mouseover',true)
	})
	.on('mouseout.tip', tip.hide )
	.on('mouseout.highlight',function(d){
	d3.selectAll('node').classed('mouseover',false)
	d3.selectAll('link').classed('mouseover',false)
	})
	.call(force.drag);

	node.append("title")
	.text(function(d) { return d.name; });

	force.on("tick", function() {
	/* link.attr("x1", function(d) { return d.source.x; })
	.attr("y1", function(d) { return d.source.y; })
	.attr("x2", function(d) { return d.target.x; })
	.attr("y2", function(d) { return d.target.y; });

	node.attr("cx", function(d) { return d.x; })
	.attr("cy", function(d) { return d.y; });
	});*/

	node.attr("transform", nodeTick);
	link.attr("d", linkTick);
	});


	function nodeTick(d) {
	var rad = nodeRadius;
	d.x = Math.max(0 + rad + 1, Math.min(width - rad - 1 - tb, d.x));
	d.y = Math.max(rad + 1, Math.min(height - rad - 1, d.y));

	return "translate(" + d.x + "," + d.y + ")";
	};

	function linkTick(d,i) {

	var sourceX = d[0].x;
	var sourceY = d[0].y;
	var targetX = d[2].x;
	var targetY = d[2].y;

	var theta = Math.atan((targetX - sourceX) / (targetY - sourceY));
	var phi = Math.atan((targetY - sourceY) / (targetX - sourceX));

	var sinTheta = nodeRadius * Math.sin(theta);
	var cosTheta = nodeRadius * Math.cos(theta);
	var sinPhi = nodeRadius * Math.sin(phi);
	var cosPhi = nodeRadius * Math.cos(phi);

	if (d[2].y > d[0].y) {
	sourceX = sourceX + sinTheta;
	sourceY = sourceY + cosTheta;
	}
	else {
	sourceX = sourceX - sinTheta;
	sourceY = sourceY - cosTheta;
	}

	if (d[0].x > d[2].x) {
	targetX = targetX + cosPhi;
	targetY = targetY + sinPhi;
	}
	else {
	targetX = targetX - cosPhi;
	targetY = targetY - sinPhi;
	}

	d[0].x = Math.max(0, Math.min(width - tb - 1, d[0].x));
	d[0].y = Math.max(0, Math.min(height - 1, d[0].y));
	d[1].x = Math.max(0, Math.min(width - tb - 1, d[1].x));
	d[1].y = Math.max(0, Math.min(height - 1, d[1].y));
	d[2].x = Math.max(0, Math.min(width - tb - 1, d[2].x));
	d[2].y = Math.max(0, Math.min(height - 1, d[2].y));
	targetX = Math.max(0, Math.min(width - tb - 1, targetX));
	targetY = Math.max(0, Math.min(height - 1, targetY));
	sourceX = Math.max(0, Math.min(width - tb - 1, sourceX));
	sourceY = Math.max(0, Math.min(height - 1, sourceY));

	return "M" + sourceX + "," + sourceY
	+ "S" + d[1].x + "," + d[1].y
	+ " " + targetX + "," + targetY;

	};


	d3.select('aside#info')
	.append('div')
	.classed('legend',true)
	.append('div')
	.classed('legend_title',true)
	.text('Groups')
	.selectAll('div.item').data(graph.groups).enter()
	.append('div').classed('item',true)
	.style('background-color',function(d,i){return color(i);})
	.text(function(d){return d;})
	});
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	<body>
	</body>
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	html {
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	}

	body {
	background: #fcfcfa;
	color: #333;
	font-family: "PT Serif", serif;
	margin: 1em auto 4em auto;
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	header,
	footer,
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	aside {
	color: #000;
	font-family: "PT Sans", sans-serif;
	}

	h1 {
	font-size: 64px;
	font-weight: 300;
	letter-spacing: -2px;
	margin: .3em 0 .1em 0;
	}

	h2 {
	margin-top: 2em;
	}

	h1, h2 {
	text-rendering: optimizeLegibility;
	}

	h2 a {
	color: #ccc;
	left: -20px;
	position: absolute;
	width: 740px;
	}

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	font-size: small;
	margin-top: 8em;
	}

	header aside {
	margin-top: 120px;
	}

	header aside,
	footer aside {
	color: #636363;
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	}

	aside {
	font-size: small;
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	padding-left: 18px;
	margin: 2em 0 2em -20px;
	}

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	.javascript .string,
	.javascript .regexp {
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	}

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	.css .tag,
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	color: #636363;
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	.css .attribute,
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	.javascript .special {
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	{
	"groups": [
	"AM Strategy & Planning",
	"AM Decision Making",
	"Lifecycle Delivery",
	"Asset Information",
	"Organisation & People",
	"Risk & Review"
	],
	"links": [
	{
	"source": 26,
	"target": 0
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	{"name":"Brevet","group":2},
	{"name":"Chenildieu","group":2},
	{"name":"Cochepaille","group":2},
	{"name":"Pontmercy","group":4},
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	{"name":"Eponine","group":4},
	{"name":"Anzelma","group":4},
	{"name":"Woman2","group":5},
	{"name":"MotherInnocent","group":0},
	{"name":"Gribier","group":0},
	{"name":"Jondrette","group":7},
	{"name":"Mme.Burgon","group":7},
	{"name":"Gavroche","group":8},
	{"name":"Gillenormand","group":5},
	{"name":"Magnon","group":5},
	{"name":"Mlle.Gillenormand","group":5},
	{"name":"Mme.Pontmercy","group":5},
	{"name":"Mlle.Vaubois","group":5},
	{"name":"Lt.Gillenormand","group":5},
	{"name":"Marius","group":8},
	{"name":"BaronessT","group":5},
	{"name":"Mabeuf","group":8},
	{"name":"Enjolras","group":8},
	{"name":"Combeferre","group":8},
	{"name":"Prouvaire","group":8},
	{"name":"Feuilly","group":8},
	{"name":"Courfeyrac","group":8},
	{"name":"Bahorel","group":8},
	{"name":"Bossuet","group":8},
	{"name":"Joly","group":8},
	{"name":"Grantaire","group":8},
	{"name":"MotherPlutarch","group":9},
	{"name":"Gueulemer","group":4},
	{"name":"Babet","group":4},
	{"name":"Claquesous","group":4},
	{"name":"Montparnasse","group":4},
	{"name":"Toussaint","group":5},
	{"name":"Child1","group":10},
	{"name":"Child2","group":10},
	{"name":"Brujon","group":4},
	{"name":"Mme.Hucheloup","group":8}
	],
	"links":[
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	]
	}
	import csv
	import json
	import numpy as np

	with open('Copy of 39 Subjects Force Directed Graph V0 1.txt','rb') as tsv:
	AoA = csv.reader(tsv, delimiter='\t')
	Subjects = np.array([np.array(row) for row in AoA])


	Groups = filter(None,Subjects[:,0])
	Group_idx = np.where( Subjects[:,0]!='')[0]

	nodes = filter(None,Subjects[:,1])
	nodes_idx = np.where( Subjects[:,1]!='')[0]

	nodes = zip(nodes,nodes_idx)

	nodes = [ {"name":node,"group":np.where(Group_idx<=idx)[0][-1]} for node,idx in nodes]

	Dependancy_Matrix = Subjects[2:,2:]

	links = np.where( Dependancy_Matrix!='')
	links = zip(links[0],links[1])
	links = [ {"source":s,"target":t} for t,s in links]

	print json.dumps({'groups':Groups,'nodes':nodes,'links':links}, sort_keys=True,
	indent=4, separators=(',', ': '))