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# Data Distribution

Scan a FiftyOne Enterprise dataset and generate histogram plots and distribution summaries for class labels, image dimensions, file sizes, tags, and numeric metadata fields.

![Data Distribution](https://cdn.voxel51.com/fiftyone-internal-skills/distribution.webp)

## Requirements

[FiftyOne Enterprise](https://voxel51.com/fiftyone-teams)

[FiftyOne MCP Server](https://github.com/voxel51/fiftyone-mcp-server)

## Usage

Ask your AI assistant:

```default
"What does my data look like? Give me a breakdown of all the fields"
"Are my train/val/test splits balanced?"
"Show me the class distribution for ground_truth"
"What are the image dimensions in this dataset?"
```

The skill discovers all interesting fields automatically, presents distribution summaries as tables, flags imbalances and outliers, and opens the Histograms panel in the App to show visual distributions.

## See also

[FiftyOne Enterprise docs](https://docs.voxel51.com/teams/index.html)

[FiftyOne Histograms panel](https://docs.voxel51.com/user_guide/app.html#histograms)