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Help with clustering Listings

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@rjcrystal wrote:

I am trying to cluster a number of listings on our platform. basically we have
Category
subcategory
state
city numeric
abstract 200-500 words
title 6-10 words
bid price numeric
i want to use all these parameters for unsupervised clustering.
in the end we want to find similar listings and suggest them to users.
our main consent is how can we use abstract which almost 200 words long so do we need to apply some kind of NLP algorithm to get keywords out of it? or the clustering algorithm does everything. also what will be the best way to implement this in production i.e. and kind of library etc.

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