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Clustering Last.fm Users
Raw
.block
license: mit
Raw
clustered-users-20-10000-americans.json
{
"name": "20k Last.fm Users",
"children": [
{
"name": "gipsy kings",
"children": [
{
"name": "gipsy kings",
"size": 1
},
{
"name": "the outfield",
"size": 1
},
{
"name": "ac/dc",
"size": 1
},
{
"name": "the dave clark five",
"size": 1
},
{
"name": "weezer",
"size": 1
},
{
"name": "the clash",
"size": 1
},
{
"name": "zz top",
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},
{
"name": "the beatles",
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},
{
"name": "the ventures",
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},
{
"name": "ramones",
"size": 1
}
]
},
{
"name": "kanye west",
"children": [
{
"name": "kanye west",
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},
{
"name": "lil' wayne",
"size": 117
},
{
"name": "jay-z",
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},
{
"name": "t.i.",
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},
{
"name": "lupe fiasco",
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},
{
"name": "nas",
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},
{
"name": "eminem",
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}
]
},
{
"name": "the mountain goats",
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{
"name": "the mountain goats",
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},
{
"name": "nofx",
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},
{
"name": "bad religion",
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{
"name": "modest mouse",
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}
]
},
{
"name": "poni hoax",
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{
"name": "jens lekman",
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{
"name": "the hives",
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{
"name": "david bowie",
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},
{
"name": "the who",
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},
{
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{
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{
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{
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{
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]
},
{
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},
{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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},
{
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},
{
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{
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},
{
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},
{
"name": "aphex twin",
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{
"name": "the white stripes",
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},
{
"name": "they might be giants",
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
"name": "jason mraz",
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{
"name": "relient k",
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},
{
"name": "r.e.m.",
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}
]
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{
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},
{
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{
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]
},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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{
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{
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},
{
"name": "fall out boy",
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},
{
"name": "death cab for cutie",
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},
{
"name": "dashboard confessional",
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},
{
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},
{
"name": "jimmy eat world",
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},
{
"name": "bayside",
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},
{
"name": "the beatles",
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},
{
"name": "minus the bear",
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},
{
"name": "tegan and sara",
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}
]
},
{
"name": "of montreal",
"children": [
{
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},
{
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},
{
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{
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{
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{
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{
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{
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{
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{
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{
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]
},
{
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{
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{
"name": "dashboard confessional",
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{
"name": "fall out boy",
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{
"name": "ellegarden",
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{
"name": "boa",
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},
{
"name": "sowelu",
"size": 1
},
{
"name": "dispatch",
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},
{
"name": "kelly clarkson",
"size": 1
},
{
"name": "soulhead",
"size": 1
}
]
},
{
"name": "sufjan stevens",
"children": [
{
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},
{
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},
{
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},
{
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{
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},
{
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{
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{
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},
{
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{
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{
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{
"name": "feist",
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]
},
{
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{
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{
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},
{
"name": "metallica",
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},
{
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{
"name": "the academy is...",
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{
"name": "iced earth",
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{
"name": "paramore",
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},
{
"name": "judas priest",
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},
{
"name": "my chemical romance",
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]
},
{
"name": "the beatles",
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{
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"size": 1004
},
{
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},
{
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{
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{
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},
{
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},
{
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]
},
{
"name": "britney spears",
"children": [
{
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},
{
"name": "lady gaga",
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},
{
"name": "madonna",
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{
"name": "beyoncé",
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},
{
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{
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{
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{
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{
"name": "mariah carey",
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{
"name": "kelly clarkson",
"size": 5
},
{
"name": "cascada",
"size": 4
},
{
"name": "katy perry",
"size": 4
},
{
"name": "kylie minogue",
"size": 4
},
{
"name": "fall out boy",
"size": 4
},
{
"name": "lindsay lohan",
"size": 4
},
{
"name": "lily allen",
"size": 4
},
{
"name": "hilary duff",
"size": 4
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{
"name": "nelly furtado",
"size": 3
},
{
"name": "taylor swift",
"size": 3
},
{
"name": "paramore",
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},
{
"name": "miley cyrus",
"size": 3
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{
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{
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]
},
{
"name": "jamiroquai",
"children": [
{
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},
{
"name": "modjo",
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},
{
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{
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{
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{
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{
"name": "gilles peterson",
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},
{
"name": "róisín murphy",
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},
{
"name": "earth, wind & fire",
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},
{
"name": "orgy",
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},
{
"name": "lewis taylor",
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},
{
"name": "dj vadim",
"size": 1
},
{
"name": "incognito",
"size": 1
},
{
"name": "abc",
"size": 1
},
{
"name": "bloc party",
"size": 1
},
{
"name": "古代祐三",
"size": 1
},
{
"name": "ugly duckling",
"size": 1
},
{
"name": "house rulez",
"size": 1
},
{
"name": "george michael",
"size": 1
},
{
"name": "benga",
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},
{
"name": "al kooper",
"size": 1
},
{
"name": "robbie williams",
"size": 1
},
{
"name": "the high llamas",
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},
{
"name": "steely dan",
"size": 1
},
{
"name": "桜庭統",
"size": 1
},
{
"name": "the beach boys",
"size": 1
},
{
"name": "stereolab",
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{
"name": "michael jackson",
"size": 1
}
]
},
{
"name": "nas",
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},
{
"name": "jay-z",
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},
{
"name": "kanye west",
"size": 28
},
{
"name": "lupe fiasco",
"size": 23
},
{
"name": "atmosphere",
"size": 23
},
{
"name": "the roots",
"size": 18
},
{
"name": "little brother",
"size": 17
},
{
"name": "eminem",
"size": 14
},
{
"name": "talib kweli",
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},
{
"name": "common",
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},
{
"name": "2pac",
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},
{
"name": "murs",
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},
{
"name": "j dilla",
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},
{
"name": "ghostface",
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},
{
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}
]
},
{
"name": "the flaming lips",
"children": [
{
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"size": 6
},
{
"name": "radiohead",
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},
{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
"name": "hoku",
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{
"name": "the twilight singers",
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{
"name": "john williams",
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{
"name": "m.i.a.",
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{
"name": "rise against",
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{
"name": "the national",
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},
{
"name": "led zeppelin",
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{
"name": "the cure",
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},
{
"name": "bob dylan",
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},
{
"name": "pink floyd",
"size": 1
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{
"name": "nirvana",
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},
{
"name": "barenaked ladies",
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{
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{
"name": "the decemberists",
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{
"name": "the sound of animals fighting",
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{
"name": "u2",
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},
{
"name": "snow patrol",
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},
{
"name": "against me!",
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},
{
"name": "pixies",
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},
{
"name": "elton john",
"size": 1
},
{
"name": "wolfgang amadeus mozart",
"size": 1
},
{
"name": "slayer",
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},
{
"name": "evangelicals",
"size": 1
},
{
"name": "supertramp",
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},
{
"name": "johan soderqvist",
"size": 1
},
{
"name": "new order",
"size": 1
},
{
"name": "ratatat",
"size": 1
},
{
"name": "regina spektor",
"size": 1
},
{
"name": "nat king cole",
"size": 1
},
{
"name": "hadag nachash",
"size": 1
},
{
"name": "jack johnson",
"size": 1
}
]
},
{
"name": "modest mouse",
"children": [
{
"name": "modest mouse",
"size": 138
},
{
"name": "bright eyes",
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},
{
"name": "death cab for cutie",
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},
{
"name": "elliott smith",
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{
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{
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{
"name": "bob dylan",
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{
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},
{
"name": "the shins",
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}
]
}
]
}
Raw
clustered-users-25-10000-americans.json
{
"name": "20k Last.fm Users",
"children": [
{
"name": "enya",
"children": [
{
"name": "enya",
"size": 2
},
{
"name": "the decemberists",
"size": 2
},
{
"name": "brian eno",
"size": 2
},
{
"name": "dog fashion disco",
"size": 1
},
{
"name": "espn",
"size": 1
},
{
"name": "rezso seress",
"size": 1
},
{
"name": "jack's mannequin",
"size": 1
},
{
"name": "godspeed you! black emperor",
"size": 1
},
{
"name": "andy mckee",
"size": 1
},
{
"name": "gregor samsa",
"size": 1
},
{
"name": "the sword",
"size": 1
},
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Raw
clustered-users-30-10000-americans.json
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},
{
"name": "blues traveler",
"size": 1
},
{
"name": "the john butler trio",
"size": 1
},
{
"name": "emmure",
"size": 1
},
{
"name": "slipknot",
"size": 1
},
{
"name": "geto boys",
"size": 1
},
{
"name": "koЯn",
"size": 1
},
{
"name": "lil' wayne",
"size": 1
},
{
"name": "as i lay dying",
"size": 1
},
{
"name": "mgmt",
"size": 1
},
{
"name": "tech n9ne",
"size": 1
},
{
"name": "all shall perish",
"size": 1
},
{
"name": "gym class heroes",
"size": 1
},
{
"name": "linkin park",
"size": 1
},
{
"name": "wiz khalifa",
"size": 1
},
{
"name": "jay-z",
"size": 1
}
]
}
]
}
Raw
index.html
<!DOCTYPE html>
<meta charset="utf-8">
<style>
.node {
cursor: pointer;
}
.node:hover {
stroke: #000;
stroke-width: 3.6px;
}
.node--leaf {
fill: white;
}
.label {
font-family: "Maven Pro";
font-size: 12px;
text-anchor: middle;
}
.label,
.node--root,
.node--leaf {
pointer-events: none;
}
</style>
<svg width="500" height="500"></svg>
<script src="https://d3js.org/d3.v4.min.js"></script>
<script>
var svg = d3.select("svg"),
margin = 20,
diameter = +svg.attr("width"),
g = svg.append("g").attr("transform", "translate(" + diameter / 2 + "," + diameter / 2 + ")");
var color = d3.scaleLinear()
.domain([-1, 5])
.range(["hsl(152,80%,100%)", "hsl(228,30%,40%)"])
.interpolate(d3.interpolateHcl);
var pack = d3.pack()
.size([diameter - margin, diameter - margin])
.padding(2);
d3.json("clustered-users-26-20000-americans.json", function(error, root){
if (error) throw error;
root = d3.hierarchy(root)
.sum(function(d) { return d.size; })
.sort(function(a, b) {
return b.value - a.value;
});
var focus = root,
nodes = pack(root).descendants(),
view;
// Circlular nodes
var circle = g.selectAll("circle")
.data(nodes)
.enter()
.append("circle")
.attr("class", function(d) {
return d.parent ? d.children ? "node" : "node node--leaf" : "node node--root";
})
.style("fill", function(d) {
return d.children ? color(d.depth) : null;
})
.on("click", function(d) {
if (focus !== d)
zoom(d),
d3.event.stopPropagation();
});
// Add text labels to each node
var text = g.selectAll("text")
.data(nodes)
.enter().append("text")
.attr("class", "label")
.style("fill-opacity", function(d) {
return d.parent === root ? 1 : 0;
})
.style("display", function(d) {
// if the node is internal, then have no text
return d.parent === root ? "inline" : "none";
})
.text(function(d) {
return d.data.name;
});
var node = g.selectAll("circle,text");
svg.style("background", color(-1))
.on("click", function() { zoom(root); });
zoomTo([root.x, root.y, root.r * 2 + margin]);
function zoomTo(v) {
var k = diameter / v[2];
view = v;
node.attr("transform", function(d) {
return "translate(" + (d.x - v[0]) * k + "," + (d.y - v[1]) * k + ")";
});
circle.attr("r", function(d) { return d.r * k; });
}
function zoom(d) {
var focus0 = focus; focus = d;
var transition = d3.transition()
.duration(d3.event.altKey ? 7500 : 750)
.tween("zoom", function(d) {
var i = d3.interpolateZoom(view, [focus.x, focus.y, focus.r * 2 + margin]);
return function(t) { zoomTo(i(t)); };
});
transition.selectAll("text")
.filter(function(d) {
return d.parent === focus || this.style.display === "inline";
})
.style("fill-opacity", function(d) {
return d.parent === focus ? 1 : 0;
})
.on("start", function(d) { if (d.parent === focus) this.style.display = "inline"; })
.on("end", function(d) { if (d.parent !== focus) this.style.display = "none"; });
}
});
</script>
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