Another rectangular adjacency matrix as in the previous example, this time using a color scale to convey the magnitude of a link's weight. The example random data shows the energy consumption of a hypotetical office, according to time of day and day of week.
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November 9, 2016 20:36
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Rectangular adjacency matrix V
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# DATA | |
a_ids = ['Mo','Tu','We','Th','Fr','Sa','Su'] | |
b_ids = ['00','01','02','03','04','05','06','07','08','09','10','11','12','13','14','15','16','17','18','19','20','21','22','23'] | |
links = [] | |
a_ids.forEach (a) -> | |
b_ids.forEach (b) -> | |
links.push { | |
a: a, | |
b: b, | |
w: ( Math.random() + (if b in ['08','09','10','11','12','13','14','15','16','17','18'] then 0.4 else 0) ) / (if a in ['Sa','Su'] then 3 else 1) | |
} | |
max_weight = d3.max links, (d) -> d.w | |
# LAYOUT | |
# try to fit this rectangle with the matrix | |
matrix_w = 800 | |
matrix_h = 400 | |
a_n = a_ids.length | |
b_n = b_ids.length | |
cellsize = Math.min matrix_w/b_n, matrix_h/a_n # beware! a is y and b is x! | |
x = d3.scaleBand() | |
.domain b_ids # beware! a is y and b is x! | |
.range [-cellsize*b_n/2, cellsize*b_n/2] # centered in (0,0) | |
y = d3.scaleBand() | |
.domain a_ids | |
.range [-cellsize*a_n/2, cellsize*a_n/2] | |
weight2color = d3.scaleSequential(d3.interpolateViridis) | |
.domain [0, max_weight] | |
# VIS | |
svg = d3.select 'svg' | |
width = svg.node().getBoundingClientRect().width | |
height = svg.node().getBoundingClientRect().height | |
# center the vis on (0,0) | |
vis = svg.append 'g' | |
.attrs | |
transform: "translate(#{width/2},#{height/2})" | |
# draw cells | |
cells = vis.selectAll '.cell' | |
.data links, (d) -> "#{d.a}--#{d.b}" | |
en_cells = cells.enter().append 'rect' | |
.attrs | |
class: 'cell' | |
all_cells = en_cells.merge cells | |
all_cells | |
.attrs | |
x: (d) -> x(d.b) | |
y: (d) -> y(d.a) | |
width: x.bandwidth() | |
height: y.bandwidth() | |
fill: (d) -> weight2color(d.w) | |
cells.exit().remove() | |
# draw row labels | |
a_labels = vis.selectAll '.a_label' | |
.data a_ids | |
en_a_labels = a_labels.enter().append 'text' | |
.attrs | |
class: 'a_label' | |
all_a_labels = en_a_labels.merge a_labels | |
all_a_labels | |
.text (d) -> d | |
.attrs | |
dy: '0.35em' | |
x: x.range()[0] - 8 | |
y: (d) -> y(d) + y.bandwidth()/2 | |
a_labels.exit().remove() | |
# draw column labels | |
b_labels = vis.selectAll '.b_label' | |
.data b_ids | |
en_b_labels = b_labels.enter().append 'text' | |
.attrs | |
class: 'b_label' | |
all_b_labels = en_b_labels.merge b_labels | |
all_b_labels | |
.text (d) -> d | |
.attrs | |
x: (d) -> x(d) + x.bandwidth()/2 | |
y: y.range()[0] - 8 | |
b_labels.exit().remove() |
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body, html { | |
padding: 0; | |
margin: 0; | |
height: 100%; | |
} | |
svg { | |
width: 100%; | |
height: 100%; | |
background: white; | |
} | |
.cell { | |
shape-rendering: crispEdges; | |
} | |
.a_label, .b_label { | |
font-family: sans-serif; | |
font-size: 14px; | |
} | |
.a_label { | |
text-anchor: end; | |
} | |
.b_label { | |
text-anchor: middle; | |
} |
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<!DOCTYPE html> | |
<html> | |
<head> | |
<meta charset="utf-8"> | |
<title>Rectangular adjacency matrix V</title> | |
<link type="text/css" href="index.css" rel="stylesheet"/> | |
<script src="https://d3js.org/d3.v4.min.js"></script> | |
<script src="https://d3js.org/d3-selection-multi.v0.4.min.js"></script> | |
</head> | |
<body> | |
<svg></svg> | |
<script src="index.js"></script> | |
</body> | |
</html> |
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// Generated by CoffeeScript 1.10.0 | |
(function() { | |
var a_ids, a_labels, a_n, all_a_labels, all_b_labels, all_cells, b_ids, b_labels, b_n, cells, cellsize, en_a_labels, en_b_labels, en_cells, height, links, matrix_h, matrix_w, max_weight, svg, vis, weight2color, width, x, y; | |
a_ids = ['Mo', 'Tu', 'We', 'Th', 'Fr', 'Sa', 'Su']; | |
b_ids = ['00', '01', '02', '03', '04', '05', '06', '07', '08', '09', '10', '11', '12', '13', '14', '15', '16', '17', '18', '19', '20', '21', '22', '23']; | |
links = []; | |
a_ids.forEach(function(a) { | |
return b_ids.forEach(function(b) { | |
return links.push({ | |
a: a, | |
b: b, | |
w: (Math.random() + (b === '08' || b === '09' || b === '10' || b === '11' || b === '12' || b === '13' || b === '14' || b === '15' || b === '16' || b === '17' || b === '18' ? 0.4 : 0)) / (a === 'Sa' || a === 'Su' ? 3 : 1) | |
}); | |
}); | |
}); | |
max_weight = d3.max(links, function(d) { | |
return d.w; | |
}); | |
matrix_w = 800; | |
matrix_h = 400; | |
a_n = a_ids.length; | |
b_n = b_ids.length; | |
cellsize = Math.min(matrix_w / b_n, matrix_h / a_n); | |
x = d3.scaleBand().domain(b_ids).range([-cellsize * b_n / 2, cellsize * b_n / 2]); | |
y = d3.scaleBand().domain(a_ids).range([-cellsize * a_n / 2, cellsize * a_n / 2]); | |
weight2color = d3.scaleSequential(d3.interpolateViridis).domain([0, max_weight]); | |
svg = d3.select('svg'); | |
width = svg.node().getBoundingClientRect().width; | |
height = svg.node().getBoundingClientRect().height; | |
vis = svg.append('g').attrs({ | |
transform: "translate(" + (width / 2) + "," + (height / 2) + ")" | |
}); | |
cells = vis.selectAll('.cell').data(links, function(d) { | |
return d.a + "--" + d.b; | |
}); | |
en_cells = cells.enter().append('rect').attrs({ | |
"class": 'cell' | |
}); | |
all_cells = en_cells.merge(cells); | |
all_cells.attrs({ | |
x: function(d) { | |
return x(d.b); | |
}, | |
y: function(d) { | |
return y(d.a); | |
}, | |
width: x.bandwidth(), | |
height: y.bandwidth(), | |
fill: function(d) { | |
return weight2color(d.w); | |
} | |
}); | |
cells.exit().remove(); | |
a_labels = vis.selectAll('.a_label').data(a_ids); | |
en_a_labels = a_labels.enter().append('text').attrs({ | |
"class": 'a_label' | |
}); | |
all_a_labels = en_a_labels.merge(a_labels); | |
all_a_labels.text(function(d) { | |
return d; | |
}).attrs({ | |
dy: '0.35em', | |
x: x.range()[0] - 8, | |
y: function(d) { | |
return y(d) + y.bandwidth() / 2; | |
} | |
}); | |
a_labels.exit().remove(); | |
b_labels = vis.selectAll('.b_label').data(b_ids); | |
en_b_labels = b_labels.enter().append('text').attrs({ | |
"class": 'b_label' | |
}); | |
all_b_labels = en_b_labels.merge(b_labels); | |
all_b_labels.text(function(d) { | |
return d; | |
}).attrs({ | |
x: function(d) { | |
return x(d) + x.bandwidth() / 2; | |
}, | |
y: y.range()[0] - 8 | |
}); | |
b_labels.exit().remove(); | |
}).call(this); |
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