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‎ch04/wikitopics_plot.py‎

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topics=np.load('topics.npy', mmap_mode='r')
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# Compute the number of topics mentioned in each document
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lens= (topics>0).sum(1)
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lens= (topics>0).sum(axis=1)
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print('Mean number of topics mentioned:{0:.3}'.format(np.mean(lens)))
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print('Percentage of articles mentioning less than 10 topics:{0:.1%}'.format(np.mean(lens<=10)))
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