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Kanye Wests Network
Raw
.block
license: gpl-3.0
Raw
README.md

A visualization of the Kanye West's related artist network. Built using networkx python package and Spotify Api.

Built with blockbuilder.org

Raw
index.html
<!DOCTYPE html>
<html lang="en">
<html>
<head>
<script type="text/javascript" src="http://d3js.org/d3.v3.min.js"> </script>
</head>
<body>
<h1> Related Artist Network </h1>
<script type="text/javascript">
/* Set the diagrams Height & Width */
var h = 800,
w = 1000;
var color = d3.scale.category20();
var svg = d3.select("body")
.append("svg")
.attr("height", h)
.attr("width", w);
d3.json("kanye.json", function(json) {
/* Draw the node labels first */
var texts = svg.selectAll("text")
.data(json.nodes)
.enter()
.append("text")
.attr("fill", "black")
.attr("font-family", "sans-serif")
.attr("font-size", "10px")
.text(function(d) {
return d.id;
});
/* Establish the dynamic force behavor of the nodes */
var force = d3.layout.force()
.nodes(json.nodes)
.links(json.links)
.size([w, h])
.linkDistance([10])
.charge([-750])
.gravity(0.4)
.start();
/* Draw the edges/links between the nodes */
var edges = svg.selectAll("line")
.data(json.links)
.enter()
.append("line")
.style("stroke", "#ccc")
.style("stroke-width", 1)
.attr("marker-end", "url(#end)");
/* Draw the nodes themselves */
var nodes = svg.selectAll("circle")
.data(json.nodes)
.enter()
.append("circle")
.attr("r", function(d){
return Math.sqrt(d.followers/10000)
})
.attr("opacity", 0.5)
.style("fill", function(d, i) {
return color(i)
})
.call(force.drag)
.on('dblclick', connectedNodes); //Added code
/* Run the Force effect */
force.on("tick", function() {
edges.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;
});
nodes.attr("cx", function(d) {
return d.x;
})
.attr("cy", function(d) {
return d.y;
})
texts.attr("transform", function(d) {
return "translate(" + d.x + "," + d.y + ")";
});
});
//Toggle stores whether the highlighting is on
var toggle = 0;
//Create an array logging what is connected to what
var linkedByIndex = {};
for (i = 0; i < json.nodes.length; i++) {
linkedByIndex[i + "," + i] = 1;
};
json.links.forEach(function (d) {
linkedByIndex[d.source.index + "," + d.target.index] = 1;
});
//This function looks up whether a pair are neighbours
function neighboring(a, b) {
return linkedByIndex[a.index + "," + b.index];
}
function connectedNodes() {
if (toggle == 0) {
//Reduce the opacity of all but the neighbouring nodes
d = d3.select(this).node().__data__;
nodes.style("opacity", function (o) {
return neighboring(d, o) | neighboring(o, d) ? 1 : 0.1;
});
edges.style("opacity", function (o) {
return d.index==o.source.index | d.index==o.target.index ? 1 : 0.1;
});
edges.style("stroke-width", function (o) {
return d.index==o.source.index | d.index==o.target.index ? 3 : 0.8;
});
//Reduce the op
toggle = 1;
} else {
//Put them back to opacity=1
nodes.style("opacity", .5);
edges.style("opacity", 1);
toggle = 0;
}
}
});
</script>
</body>
</html>
Raw
kanye.json
{
"directed": false,
"graph": {},
"nodes": [
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"popularity": 61,
"followers": 147080,
"id": "LL Cool J"
},
{
"popularity": 74,
"followers": 1074041,
"id": "The Black Eyed Peas"
},
{
"popularity": 63,
"followers": 70466,
"id": "Nipsey Hussle"
},
{
"popularity": 52,
"followers": 63645,
"id": "Slaughterhouse"
},
{
"popularity": 86,
"followers": 4137275,
"id": "Nicki Minaj"
},
{
"popularity": 59,
"followers": 122983,
"id": "Bow Wow"
},
{
"popularity": 60,
"followers": 34621,
"id": "Styles P"
},
{
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"followers": 7247945,
"id": "Rihanna"
},
{
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"followers": 733615,
"id": "Rick Ross"
},
{
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"followers": 3478133,
"id": "The Weeknd"
},
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"followers": 93017,
"id": "Redman"
},
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"followers": 173457,
"id": "Method Man"
},
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"id": "ScHoolboy Q"
},
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"id": "The Knux"
},
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"followers": 1387203,
"id": "Britney Spears"
},
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"id": "Lloyd Banks"
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"id": "G-Eazy"
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"id": "Big Pun"
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"id": "De La Soul"
},
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"id": "Jeezy"
},
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"id": "Eminem"
},
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"id": "Digable Planets"
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"id": "Timbaland"
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"id": "Nicole Scherzinger"
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"id": "JAY Z"
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"id": "Big L"
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"id": "Asher Roth"
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"id": "Twista"
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"id": "T-Pain"
},
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"id": "Frank Ocean"
}
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