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docs/hub/datasets-embedding-atlas.md

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[Embedding Atlas](https://apple.github.io/embedding-atlas/) is an interactive visualization tool for exploring large embedding spaces. It enables you to visualize, cross-filter, and search embeddings alongside associated metadata, helping you understand patterns and relationships in high-dimensional data. All computation happens in your computer, ensuring your data remains private and secure.
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Here is an example atlas for the [MegaScience](https://huggingface.co/datasets/MegaScience/MegaScience) dataset hosted as a [Static Space](https://huggingface.co/docs/hub/spaces-sdks-static):
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Here is an [example atlas](https://huggingface.co/spaces/davanstrien/megascience) for the [MegaScience](https://huggingface.co/datasets/MegaScience/MegaScience) dataset hosted as a [Static Space](https://huggingface.co/docs/hub/spaces-sdks-static):
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<iframe
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src="https://davanstrien-megascience.static.hf.space"
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## Key Features
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- **Interactive exploration**: Navigate through millions of embeddings with smooth, responsive visualization

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