Further Information about Analysis of Online Forums using Topic Modeling for the Evaluation of Fears and Concerns Regarding Hypoglossal Nerve Stimulators

Compare Cosine Similarity

Welcome! This is a simple tool that helps you develop an idea about how two different strings of text can relate to each other through AI text embeddings. Simply enter two strings of text and see how their text embeddings compare mathematically and semantically.

What is a Text Embedding?

A text embedding is a vector representation of a text string. It is a numerical representation of the text that can be used to compare and analyze the text.
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UMAP Cluster Visualization

Explore different clusters of text embeddings in 2D space after UMAP dimensionality reduction:

Cluster 0: Insurance & Eligibility Barriers for HNS

UMAP visualization of text embeddings - Cluster 0: Insurance & Eligibility Barriers for HNS

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