Null values indicated by space character.
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Null Values - Parallel Coordinates
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<!DOCTYPE html> | |
<meta charset="utf-8"> | |
<style> | |
svg { | |
font: 10px sans-serif; | |
} | |
.background path { | |
fill: none; | |
stroke: #ccc; | |
stroke-opacity: .4; | |
shape-rendering: crispEdges; | |
} | |
.foreground path { | |
fill: none; | |
stroke: steelblue; | |
stroke-opacity: .7; | |
stroke-width: 2; | |
} | |
.brush .extent { | |
fill-opacity: .3; | |
stroke: #fff; | |
shape-rendering: crispEdges; | |
} | |
.axis line, .axis path { | |
fill: none; | |
stroke: #000; | |
shape-rendering: crispEdges; | |
} | |
.axis text { | |
text-shadow: 0 1px 0 #fff; | |
} | |
</style> | |
<body> | |
<script src="http://d3js.org/d3.v2.js"></script> | |
<script> | |
var m = [30, 10, 10, 10], | |
w = 960 - m[1] - m[3], | |
h = 500 - m[0] - m[2]; | |
var x = d3.scale.ordinal().rangePoints([0, w], .5), | |
y = {}; | |
var line = d3.svg.line().defined(function(d) { return d[1] != null; }), | |
axis = d3.svg.axis().orient("left"), | |
background, | |
foreground; | |
var svg = d3.select("body").append("svg") | |
.attr("width", w + m[1] + m[3]) | |
.attr("height", h + m[0] + m[2]) | |
.append("g") | |
.attr("transform", "translate(" + m[3] + "," + m[0] + ")"); | |
d3.csv("sparse-data.csv", function(cities) { | |
// Extract the list of dimensions and create a scale for each. | |
x.domain(dimensions = d3.keys(cities[0]).filter(function(d) { | |
return d != "City" && (y[d] = d3.scale.linear() | |
.domain(d3.extent(cities, function(p) { return +p[d]; })) | |
.range([h, 0])); | |
})); | |
// Add grey background lines for context. | |
background = svg.append("g") | |
.attr("class", "background") | |
.selectAll("path") | |
.data(cities) | |
.enter().append("path") | |
.attr("d", path); | |
// Add blue foreground lines for focus. | |
foreground = svg.append("g") | |
.attr("class", "foreground") | |
.selectAll("path") | |
.data(cities) | |
.enter().append("path") | |
.attr("d", path); | |
// Add a group element for each dimension. | |
var g = svg.selectAll(".dimension") | |
.data(dimensions) | |
.enter().append("g") | |
.attr("class", "dimension") | |
.attr("transform", function(d) { return "translate(" + x(d) + ")"; }); | |
// Add an axis and title. | |
g.append("g") | |
.attr("class", "axis") | |
.each(function(d) { d3.select(this).call(axis.scale(y[d])); }) | |
.append("text") | |
.attr("text-anchor", "middle") | |
.attr("y", -9) | |
.text(String); | |
// Add and store a brush for each axis. | |
g.append("g") | |
.attr("class", "brush") | |
.each(function(d) { d3.select(this).call(y[d].brush = d3.svg.brush().y(y[d]).on("brush", brush)); }) | |
.selectAll("rect") | |
.attr("x", -8) | |
.attr("width", 16); | |
}); | |
// Returns the path for a given data point. | |
function path(d) { | |
return line(dimensions.map(function(p) { | |
// check for undefined values | |
if (d[p] == " ") return [x(p), null]; | |
return [x(p), y[p](d[p])]; | |
})); | |
} | |
// Handles a brush event, toggling the display of foreground lines. | |
function brush() { | |
var actives = dimensions.filter(function(p) { return !y[p].brush.empty(); }), | |
extents = actives.map(function(p) { return y[p].brush.extent(); }); | |
foreground.style("display", function(d) { | |
return actives.every(function(p, i) { | |
return extents[i][0] <= d[p] && d[p] <= extents[i][1]; | |
}) ? null : "none"; | |
}); | |
} | |
</script> |
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a | b | c | d | e | f | |
---|---|---|---|---|---|---|
2 | 7 | 3 | 9 | 8 | ||
2 | 1 | 8 | 3 | 2 | ||
3 | 2 | 4 | 1 | |||
5 | 2 | 4 |
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