D3 Examples - Correlation Matrix I

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<!DOCTYPE html>
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<html lang="en">
<head>
<meta charset="utf-8" />
<title>Correlation Matrix</title>
<style>
.node {
  stroke: #fff;
  stroke-width: 1.5px;
}
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.link {
  fill: none;
  stroke: #000;
  stroke-width: 1.5px;
  opacity: 0.4;
  marker-end: url(#end-arrow);
}
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</style>
</head>
<body>
<script src="https://d3js.org/d3.v3.min.js" charset="utf-8" type="text/javascript"></script>
<script>
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//These attributes could be derived from the data
attributes = ["carat","depth","table","price","x","y","z"];
attributeMatrix = [];
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attributes.forEach(function (a, x) {
  attributes.forEach(function (b, y) {
    //create an n-by-n matrix based on pairs of attributes
    attributeMatrix.push({a: a, b: b, x: x, y: y})
  })
})
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colors = d3.scale.ordinal().range(["#827abf", "#f62150", "#6f89b6", "#f5e0b7", "#5b1e37", "#b9e3c5"]);
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  d3.select("body").append("svg").attr("height", 1140).attr("width", 1140)
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d3.csv("diamonds.csv", small_scatterplots);
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function small_scatterplots(data) {
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  console.log("data", data);
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  //d3.csv pulls in data as strings so they need to be formatted as numbers
  data.forEach(function (d) {
    attributes.forEach(function (att) {
      d[att] = parseFloat(d[att])
    })
  })
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  //create scales dynamically for each attribute's extent
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  scale = {};
  attributes.forEach(function (att) {
    scale[att] = d3.scale.linear();
    attExtent = d3.extent(data, function (d) {return d[att]});
    scale[att].domain(attExtent).range([5,95]);
  })
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  //bind the matrix array to a grid of g elements
  d3.select("svg")
  .selectAll("g")
  .data(attributeMatrix)
  .enter()
  .append("g")
  .attr("transform", function (d) {return "translate(" + ((d.x * 120) + 20) + "," + ((d.y * 120) + 20) + ")" });
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  d3.selectAll("g")
  .each(function (matrix, i) {
    //index i is only used for coloring
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    //background/border
    d3.select(this).append("rect").style("fill", "white").style("stroke", "black").style("stroke-width", 1)
    .attr("height", 100)
    .attr("width", 100);
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    //label
    d3.select(this).append("text")
    .attr("x", 50)
    .style("text-anchor", "middle")
    .attr("y", -5)
    .text(matrix.a + " - " + matrix.b);
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    //scatterplot points
    d3.select(this).selectAll("circle")
    .data(data)
    .enter()
    .append("circle")
    .attr("r", 2)
    .style("fill", colors(i))
    .attr("cx", function (d) {return scale[matrix.a](d[matrix.a])})
    .attr("cy", function (d) {return 100 - scale[matrix.b](d[matrix.b])})
  })
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}
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</script>
</body>
</html>
    