May 10, 2022, 11:20 a.m. | /u/jayalammar

Machine Learning www.reddit.com

Hi r/MachineLearning,

You have likely seen umap visualizations of text embeddings before. I have been interested in imposing more information on such a figure to help in a text analysis flow. So I'd love to share two interactive exhibits with you:

1) [**Top 10,000 Hacker News articles of all time**](https://assets.cohere.ai/blog/text-clustering/hn10k_clustered.html)
2) [**Top 3,000 posts in Ask HN**](https://assets.cohere.ai/blog/text-clustering/askhn-3k.html)

I found the following steps produce an interesting result:

* **Embed** the text (for this example, I'm using the titles of the top …

analyze cluster embedding gpt interactive machinelearning text

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