A more orthodox approach to show the same data of the previous experiment. Clusters are more clear: works (the huge square at top left) are distinct from people (bottom right), movies (bottom right inside the huge square) from songs and albums, which oddly form one cluster for albums and two different ones for songs.
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Duck Similarity (Pink Floyd)
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svg = d3.select('svg') | |
width = svg.node().getBoundingClientRect().width | |
height = svg.node().getBoundingClientRect().height | |
simcolor = d3.scale.linear() | |
.domain([0,1]) | |
.range([d3.hcl(80,0,100),d3.hcl(80,75,25)]) | |
.interpolate(d3.interpolateHcl) | |
# append a group for zoomable content | |
zoomable_layer = svg.append('g') | |
# define a zoom behavior | |
zoom = d3.behavior.zoom() | |
.scaleExtent([1,10]) # min-max zoom | |
.on 'zoom', () -> | |
# GEOMETRIC ZOOM | |
zoomable_layer | |
.attr | |
transform: "translate(#{zoom.translate()})scale(#{zoom.scale()})" | |
# bind the zoom behavior to the main SVG | |
svg.call(zoom) | |
matrix = zoomable_layer.append('g') | |
.attr('transform', 'translate(230,12)') | |
SIZE = 1.9 | |
d3.json '//wafi.iit.cnr.it/webvis/tmp/dbpedia/pink_floyd_matrix.json', (data) -> | |
index = {} | |
items = [] | |
data.forEach (e1) -> | |
items.push e1.k1 | |
index[e1.k1] = {} | |
e1.similarities.forEach (e2) -> | |
index[e1.k1][e2.k2] = e2.sim | |
console.debug 'Computing hierarchical clustering...' | |
clusters = clusterfck.hcluster( | |
items, | |
(a,b) -> 1-index[a][b], | |
clusterfck.SINGLE_LINKAGE | |
) | |
tree = tree_utils.binary_to_std(clusters) | |
sequence = tree_utils.get_leaves(tree).map (d) -> d.value | |
matrix_data = [] | |
sequence.forEach (k1) -> | |
e1 = {k1: k1, similarities: []} | |
matrix_data.push e1 | |
sequence.forEach (k2) -> | |
e1.similarities.push {k2: k2, sim: index[k1][k2]} | |
rows = matrix.selectAll('.row') | |
.data(matrix_data) | |
enter_rows = rows.enter().append('g') | |
.attr('class', 'row') | |
.attr('transform', (d,i) -> "translate(0,#{SIZE*i})") | |
cells = rows.selectAll('.cell') | |
.data((row) -> row.similarities) | |
cells.enter().append('rect') | |
.attr('class', 'cell') | |
.attr('width', SIZE) | |
.attr('height', SIZE) | |
.attr('transform', (d, i) -> "translate(#{SIZE*i},0)") | |
.attr('fill', (d) -> simcolor(d.sim)) | |
.append('title') | |
.text((d) -> | |
k1 = d3.select(this.parentNode.parentNode).datum().k1.replace('http://dbpedia.org/resource/','') | |
k2 = d.k2.replace('http://dbpedia.org/resource/','') | |
return "#{k1}\n [#{d3.format('%')(d.sim)}]\n#{k2}" | |
) | |
matrix.append('rect') | |
.attr('class','border') | |
.attr('x', -1) | |
.attr('y', -1) | |
.attr('width', SIZE*matrix_data.length+2) | |
.attr('height', SIZE*matrix_data.length+2) | |
#hlabels = matrix.selectAll('.hlabel') | |
# .data(matrix_data) | |
# | |
#hlabels.enter().append('a') | |
# .attr('xlink:href', (d) -> d.k1) | |
# .append('text') | |
# .attr('class','hlabel') | |
# .text((d) -> d.k1.replace('http://dbpedia.org/resource/','')) | |
# .attr('transform', (d,i) -> "translate(0,#{SIZE*i})") | |
# .attr('dy', '1em') | |
# .attr('dx', -6) | |
# .classed('highlighted', (d) -> d.k1 is 'http://dbpedia.org/resource/Pink_Floyd') | |
# | |
#vlabels = matrix.selectAll('.vlabel') | |
# .data(matrix_data) | |
# | |
#vlabels.enter().append('a') | |
# .attr('xlink:href', (d) -> d.k1) | |
# .append('text') | |
# .attr('class','vlabel') | |
# .text((d) -> d.k1.replace('http://dbpedia.org/resource/','')) | |
# .attr('transform', (d,i) -> "translate(#{SIZE*i},0) rotate(-90)") | |
# .attr('dy', '1em') | |
# .attr('dx', 6) | |
# .classed('highlighted', (d) -> d.k1 is 'http://dbpedia.org/resource/Pink_Floyd') | |
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svg { | |
background: white; | |
} | |
.border { | |
stroke-width: 1; | |
stroke: #CCC; | |
fill: none; | |
shape-rendering: crispEdges; | |
} | |
.cell { | |
shape-rendering: crispEdges; | |
} | |
.hlabel, .vlabel { | |
fill: #333; | |
font-family: sans-serif; | |
font-size: 10px; | |
} | |
.hlabel { | |
text-anchor: end; | |
} | |
.vlabel { | |
text-anchor: start; | |
} | |
.highlighted { | |
font-weight: bold; | |
fill: black; | |
} | |
.hlabel:hover, .vlabel:hover { | |
fill: red; | |
} |
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<!DOCTYPE html> | |
<html> | |
<head> | |
<meta charset="utf-8"> | |
<meta name="description" content="Duck Similarity (Pink Floyd)" /> | |
<title>Duck Similarity (Pink Floyd)</title> | |
<link type="text/css" href="index.css" rel="stylesheet"/> | |
<script src="http://d3js.org/d3.v3.min.js"></script> | |
<script src="//wafi.iit.cnr.it/webvis/tmp/clusterfck.js"></script> | |
<script src="//wafi.iit.cnr.it/webvis/libs/jigmaps/zip.js"></script> | |
<script src="//wafi.iit.cnr.it/webvis/libs/jigmaps/tree_utils.js"></script> | |
</head> | |
<body> | |
<svg height="500" width="960"></svg> | |
<script src="index.js"></script> | |
</body> | |
</html> |
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// Generated by CoffeeScript 1.4.0 | |
(function() { | |
var SIZE, height, matrix, simcolor, svg, width, zoom, zoomable_layer; | |
svg = d3.select('svg'); | |
width = svg.node().getBoundingClientRect().width; | |
height = svg.node().getBoundingClientRect().height; | |
simcolor = d3.scale.linear().domain([0, 1]).range([d3.hcl(80, 0, 100), d3.hcl(80, 75, 25)]).interpolate(d3.interpolateHcl); | |
zoomable_layer = svg.append('g'); | |
zoom = d3.behavior.zoom().scaleExtent([1, 10]).on('zoom', function() { | |
return zoomable_layer.attr({ | |
transform: "translate(" + (zoom.translate()) + ")scale(" + (zoom.scale()) + ")" | |
}); | |
}); | |
svg.call(zoom); | |
matrix = zoomable_layer.append('g').attr('transform', 'translate(230,12)'); | |
SIZE = 1.9; | |
d3.json('//wafi.iit.cnr.it/webvis/tmp/dbpedia/pink_floyd_matrix.json', function(data) { | |
var cells, clusters, enter_rows, index, items, matrix_data, rows, sequence, tree; | |
index = {}; | |
items = []; | |
data.forEach(function(e1) { | |
items.push(e1.k1); | |
index[e1.k1] = {}; | |
return e1.similarities.forEach(function(e2) { | |
return index[e1.k1][e2.k2] = e2.sim; | |
}); | |
}); | |
console.debug('Computing hierarchical clustering...'); | |
clusters = clusterfck.hcluster(items, function(a, b) { | |
return 1 - index[a][b]; | |
}, clusterfck.SINGLE_LINKAGE); | |
tree = tree_utils.binary_to_std(clusters); | |
sequence = tree_utils.get_leaves(tree).map(function(d) { | |
return d.value; | |
}); | |
matrix_data = []; | |
sequence.forEach(function(k1) { | |
var e1; | |
e1 = { | |
k1: k1, | |
similarities: [] | |
}; | |
matrix_data.push(e1); | |
return sequence.forEach(function(k2) { | |
return e1.similarities.push({ | |
k2: k2, | |
sim: index[k1][k2] | |
}); | |
}); | |
}); | |
rows = matrix.selectAll('.row').data(matrix_data); | |
enter_rows = rows.enter().append('g').attr('class', 'row').attr('transform', function(d, i) { | |
return "translate(0," + (SIZE * i) + ")"; | |
}); | |
cells = rows.selectAll('.cell').data(function(row) { | |
return row.similarities; | |
}); | |
cells.enter().append('rect').attr('class', 'cell').attr('width', SIZE).attr('height', SIZE).attr('transform', function(d, i) { | |
return "translate(" + (SIZE * i) + ",0)"; | |
}).attr('fill', function(d) { | |
return simcolor(d.sim); | |
}).append('title').text(function(d) { | |
var k1, k2; | |
k1 = d3.select(this.parentNode.parentNode).datum().k1.replace('http://dbpedia.org/resource/', ''); | |
k2 = d.k2.replace('http://dbpedia.org/resource/', ''); | |
return "" + k1 + "\n [" + (d3.format('%')(d.sim)) + "]\n" + k2; | |
}); | |
return matrix.append('rect').attr('class', 'border').attr('x', -1).attr('y', -1).attr('width', SIZE * matrix_data.length + 2).attr('height', SIZE * matrix_data.length + 2); | |
}); | |
}).call(this); |
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[ | |
{ | |
"similarities": [ | |
{ | |
"k2": "http://dbpedia.org/resource/1967:_The_First_Three_Singles", | |
"sim": 1.0 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/A_Collection_of_Great_Dance_Songs", | |
"sim": 0.8581163303210331 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/A_Great_Day_for_Freedom", | |
"sim": 0.6363636363636364 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/A_Momentary_Lapse_of_Reason", | |
"sim": 0.8864052604279183 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/A_New_Machine", | |
"sim": 0.5720775535473553 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/A_Nice_Pair", | |
"sim": 0.8581163303210331 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/A_Pillow_of_Winds", | |
"sim": 0.6092717958449424 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/A_Saucerful_of_Secrets", | |
"sim": 0.8563488385776753 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/A_Saucerful_of_Secrets_(song)", | |
"sim": 0.6363636363636364 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/A_Spanish_Piece", | |
"sim": 0.6363636363636364 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/A_Summer_Song", | |
"sim": 0.6446583712203042 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Absolutely_Curtains", | |
"sim": 0.6030226891555273 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Al_Coury", | |
"sim": 0.14625448482542613 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Alan's_Psychedelic_Breakfast", | |
"sim": 0.6092717958449424 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Andy_Bown", | |
"sim": 0.1973855084879307 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Andy_Roberts_(musician)", | |
"sim": 0.27668578554642986 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Animals_(Pink_Floyd_album)", | |
"sim": 0.8864052604279183 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Another_Brick_in_the_Wall", | |
"sim": 0.7252406676228422 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Another_Brick_in_the_Wall__,_Part_2__1", | |
"sim": 0.6227991553292184 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Anthony_Moore", | |
"sim": 0.27668578554642986 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Any_Colour_You_Like", | |
"sim": 0.6446583712203042 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Apples_and_Oranges_(song)", | |
"sim": 0.753778361444409 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Arnold_Layne", | |
"sim": 0.7312724241271307 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Art_rock", | |
"sim": 0.21320071635561041 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Astronomy_Domine", | |
"sim": 0.6092717958449424 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Atom_Heart_Mother", | |
"sim": 0.8864052604279183 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Atom_Heart_Mother_(suite)", | |
"sim": 0.6092717958449424 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Australian_Pink_Floyd_Show", | |
"sim": 0.2727272727272727 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Biding_My_Time", | |
"sim": 0.6674238124719146 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Bike_(song)", | |
"sim": 0.6092717958449424 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Blues_rock", | |
"sim": 0.19069251784911848 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Bob_Ezrin", | |
"sim": 0.20225995873897262 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Bob_Geldof", | |
"sim": 0.2279211529192759 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Bob_Klose", | |
"sim": 0.23354968324845687 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Brain_Damage_(song)", | |
"sim": 0.6363636363636364 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Breathe_(Pink_Floyd_song)", | |
"sim": 0.6363636363636364 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Bring_the_Boys_Back_Home", | |
"sim": 0.6092717958449424 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/British_television_Apollo_11_coverage", | |
"sim": 0.3418817293789138 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Bruce_Johnston", | |
"sim": 0.1973855084879307 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Burning_Bridges_(Pink_Floyd_song)", | |
"sim": 0.6092717958449424 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Candy_and_a_Currant_Bun", | |
"sim": 0.6092717958449424 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Capitol_Records", | |
"sim": 0.07537783614444091 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Careful_with_That_Axe,_Eugene", | |
"sim": 0.6030226891555273 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Chapter_24", | |
"sim": 0.6092717958449424 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Childhood's_End_(Pink_Floyd_song)", | |
"sim": 0.6092717958449424 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Cirrus_Minor_(song)", | |
"sim": 0.6363636363636364 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Classic_Albums:_Pink_Floyd_%E2%80%93_The_Making_of_The_Dark_Side_of_the_Moon", | |
"sim": 0.38138503569823695 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Cluster_One", | |
"sim": 0.6363636363636364 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Columbia_Graphophone_Company", | |
"sim": 0.2279211529192759 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Columbia_Records", | |
"sim": 0.06917144638660747 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Comfortably_Numb", | |
"sim": 0.7106690545187015 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Coming_Back_to_Life", | |
"sim": 0.6363636363636364 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Corporal_Clegg", | |
"sim": 0.6092717958449424 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Country_Song_(Pink_Floyd_song)", | |
"sim": 0.7272727272727273 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Crumbling_Land", | |
"sim": 0.7272727272727273 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Crying_Song", | |
"sim": 0.6363636363636364 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Crystal_Voyager", | |
"sim": 0.36363636363636365 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Cymbaline", | |
"sim": 0.6363636363636364 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Danny_Peyronel", | |
"sim": 0.23354968324845687 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/David_Gilmour", | |
"sim": 0.2279211529192759 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Delicate_Sound_of_Thunder", | |
"sim": 0.8362420100070909 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Delicate_Sound_of_Thunder_(film)", | |
"sim": 0.42640143271122083 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Dick_Parry", | |
"sim": 0.24174688920761409 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Discovery_(box_set)", | |
"sim": 0.9090909090909091 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Dogs_(Pink_Floyd_song)", | |
"sim": 0.6363636363636364 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Don't_Leave_Me_Now_(Pink_Floyd_song)", | |
"sim": 0.6363636363636364 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Dramatic_Theme", | |
"sim": 0.6363636363636364 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Durga_McBroom", | |
"sim": 0.17407765595569785 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/EMI", | |
"sim": 0.1049727762162956 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Echoes:_The_Best_of_Pink_Floyd", | |
"sim": 0.9574271077563381 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Echoes_(Pink_Floyd_song)", | |
"sim": 0.6092717958449424 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Eclipse_(song)", | |
"sim": 0.6363636363636364 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Embryo_(Pink_Floyd_song)", | |
"sim": 0.6674238124719146 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Empty_Spaces", | |
"sim": 0.6963106238227914 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Fat_Old_Sun", | |
"sim": 0.6092717958449424 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Fearless_(Pink_Floyd_song)", | |
"sim": 0.6030226891555273 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Flaming_(song)", | |
"sim": 0.7106690545187015 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Floydian_Slip", | |
"sim": 0.2461829819586655 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Free_Four", | |
"sim": 0.7106690545187015 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Gary_Wallis", | |
"sim": 0.23354968324845687 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Goodbye_Blue_Sky", | |
"sim": 0.6363636363636364 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Goodbye_Cruel_World_(Pink_Floyd_song)", | |
"sim": 0.6963106238227914 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Grantchester_Meadows_(song)", | |
"sim": 0.6092717958449424 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Green_Is_the_Colour", | |
"sim": 0.6363636363636364 | |
}, | |
{ | |
"k2": "http://dbpedia.org/resource/Guy_Pratt", | |
"sim": 0.21320071635561047 | |
}, | |
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"k2": "http://dbpedia.org/resource/One_of_These_Days_(Pink_Floyd_song)", | |
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