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#! /usr/bin/env python
#-*- coding: utf-8 -*-
import clusters
K = 7
blognames,words,data = clusters.readfile("blogdata1.txt")
coords = clusters.scaledown(data)
print "Generating clusters..."
kclust = clusters.kcluster(data, k=K, distance=clusters.pearson)
print
print "Clusters:"
for i in range(K):
print "Cluster" + str(i)
print ", ".join([blognames[r] for r in kclust[i]])
print
clusters.draw2d(coords,blognames,jpeg='mds2d.jpg')
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