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Visualizing an LDA model, using Python

I have a LDA model with the 10 most common topics in 10K documents. Now it's just an overview of the words with corresponding probability distribution for each topic.

I was wondering if there is something available for python to visualize these topics?

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mvh Avatar asked May 22 '15 13:05

mvh


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How do you visualize LDA?

A latent Dirichlet allocation (LDA) model is a topic model which discovers underlying topics in a collection of documents and infers word probabilities in topics. You can visualize the LDA topics using word clouds by displaying words with their corresponding topic word probabilities.


2 Answers

PyLDAVis - Visualization tool for LDA Models

Useful article for learning Topic Modelling using different models in Python

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ThReSholD Avatar answered Oct 05 '22 23:10

ThReSholD


pyLDAvis looks reasonably good.

There's also Termite developed by Jason Chuang of Stanford.

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drevicko Avatar answered Oct 05 '22 22:10

drevicko