check this out http://www.careercup.com/question?id=14182739 .

On Friday, 6 July 2012 10:27:32 UTC+5:30, enchantress wrote:
>
> Given a list of people and music bands they like, two people are 
> compatible if they have at least 2 bands in common. The compatibility of 
> two people is directly proportional to the number of bands they like in 
> common.
>
> Find the two most compatible people that is having maximum number of bands 
> in common.
>
> Number of people and bands can be as large as 10k.
>
>
>

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