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Display 5 worst predictions at the end of evaluation

Merged Manon Blanco requested to merge display-worst-predictions into main
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Use the `teklia-dan dataset analyze` command to analyze a dataset. This will display statistics in [Markdown](https://www.markdownguide.org/) format.
The available arguments are:
| Parameter | Description | Type | Default |
| --------------- | -------------------------------- | -------------- | ------- |
| `--labels` | Path to the `labels.json` file. | `pathlib.Path` | |
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