---
title: Calvin UMAP
date: 2026-03-20T21:42:38+05:30
categories:
  - llms
  - coding
description: Embedding maps are a powerful way to explore large creative corpora, and the same method used for blog posts can reveal structure in something like Calvin and Hobbes.
keywords: [embeddings, UMAP, Calvin and Hobbes, semantic maps, visualization, corpus analysis]
---

![](https://files.s-anand.net/images/2026-03-20-calvin-umap.avif)

Similar to the [embedding map of my blog posts](https://files.s-anand.net/blog/blogmap/), I created an [embedding map of Calvin & Hobbes](https://files.s-anand.net/blog/calvinmap/). It uses the [same process as before](/blog/blog-embeddings-map/).

<video width="1916" height="960" style="max-width: 100%; height: auto;" controls autoplay loop muted>
  <source src="https://files.s-anand.net/images/2026-03-20-calvin-umap.webm" type="video/webm">
  <a href="https://files.s-anand.net/images/2026-03-20-calvin-umap.webm">Video</a>
</video>