Tagging

This guide provides an overview and step-by-step instructions for using the Manual Tagging for Embedding Analysis feature in Catalyst. This powerful tool allows users to create, manage, and analyze tags for data points in their embeddings visualizations, enhancing dataset organization and analysis.

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1. Overview

The tagging feature enables users to:

• Create tags for individual data points or clusters.

• Filter and analyze data efficiently based on meaningful tags.

• Integrate tags into the dataset for improved data exploration and insights generation.

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2. User Flow

Adding Tags

1. Navigate to the embeddings visualization screen.

2. Use the lasso tool to select clusters or individual points.

3. Click the Tag button in the header (enabled after selection).

1. A modal appears prompting you to Add Tags.

2. Enter the desired tags and press Enter to add.

3. The modal dynamically adjusts as you add new tags.

4. Tags are appended to the Tags column in the dataset.

Filtering by Tags

1. Open the Filter menu in the embeddings view or dataset tab.

2. Select the tags to filter by; multiple tags can be combined using AND logic.

3. View the filtered data in the visualization or dataset table.

Editing and Deleting Tags

• Tags can be modified or removed directly from the dataset or the Prediction Details screen.

• Hover over a tag to view its full name and the Delete button.

• Click the Delete button to remove the tag from the data point.

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4. Tagging Workflow in Evaluations > Dataset Tab

1. Navigate to the Dataset tab under Evaluations.

2. Locate the Tags column in the dataset table.

3. Click +Add to enter cursor mode for adding tags.

4. After entering a tag, press Enter to save it.

5. A new line appears to add additional tags (no limit).

6. The +Add Tag button reappears after 1 second to enable further additions.