# Word Cloud

> Word Cloud - Word Cloud displays the most relevant words and short phrases in word cloud format.

This Markdown file sits beside the HTML page at the same path (with a `.md` suffix). It summarizes the topic and lists links for tools and LLM context.

Companion generated at `2026-04-24T16:03:56.756245+00:00` (UTC).

## Primary page

- [Word Cloud](https://docs.datarobot.com/en/docs/workbench/nxt-workbench/experiments/experiment-insights/word-cloud.html): Full documentation for this topic (HTML).

## Sections on this page

- [View word detail](https://docs.datarobot.com/en/docs/workbench/nxt-workbench/experiments/experiment-insights/word-cloud.html#view-word-detail): In-page section heading.
- [Filter the display](https://docs.datarobot.com/en/docs/workbench/nxt-workbench/experiments/experiment-insights/word-cloud.html#filter-the-display): In-page section heading.
- [Export](https://docs.datarobot.com/en/docs/workbench/nxt-workbench/experiments/experiment-insights/word-cloud.html#export): In-page section heading.

## Related documentation

- [NextGen UI documentation](https://docs.datarobot.com/en/docs/workbench/index.html): Linked from this page.
- [Workbench](https://docs.datarobot.com/en/docs/workbench/nxt-workbench/index.html): Linked from this page.
- [Predictive experiments](https://docs.datarobot.com/en/docs/workbench/nxt-workbench/experiments/index.html): Linked from this page.
- [Evaluate models](https://docs.datarobot.com/en/docs/workbench/nxt-workbench/experiments/experiment-insights/index.html): Linked from this page.
- [Coefficient](https://docs.datarobot.com/en/docs/classic-ui/modeling/analyze-models/describe/coefficients-classic.html#coefficientpreprocessing-information-with-text-variables): Linked from this page.
- [Log](https://docs.datarobot.com/en/docs/classic-ui/modeling/analyze-models/describe/log-classic.html): Linked from this page.

## Documentation content

# Word Cloud

| Tab | Description |
| --- | --- |
| Explanations | Displays up to 200 of the most impactful words and short phrases in word cloud format. |

Text variables often contain words that are highly indicative of the response. Text coloration in the Word Cloud insight indicates the coefficient value for the word; the rendered size in the cloud indicates the frequency of the term's appearance in the data.

When viewing the Word Cloud, you can view individual word detail, filter the display, and export the insight.

> [!NOTE] Note
> The model's Word Cloud is based on the data used to train that model, not on the entire dataset. For example, a model trained on a 64% sample size will result in a Word Cloud that reflects the same 64% of rows.

### View word detail

Click on a term displayed in the insight to view details. For example:

| Detail | Description |
| --- | --- |
| Word | The selected word. Click again to de-select and clear the details. |
| Coefficient | The correlation that the word has to the target, either positively or negatively, in the context of the specified parent feature. For example, in a diabetes dataset you might see the word insulin appear in several different text columns, potentially with a different coefficient in each one. |
| Count | The number of rows in which the word appears in the data, both as a raw count and a percentage. |
| Feature | The feature from the data in which the word was found (the parent feature). |

### Filter the display

Use the filtering options to set the criteria words must match to be included in the results. Once you apply the filters, the Word Cloud refreshes to show only applicable words.

| Filter | Description |
| --- | --- |
| Coefficient | Use the dropdown to set a range for the coefficient value of the words displayed. Additional entry boxes become available based on your selection (any, greater or less than, in or not in). |
| Count | Use the dropdown to set a value criteria for the word count. Additional entry boxes become available based on your selection (any, greater or less than). |
| Feature | Use the dropdown to choose a specific parent feature. Only words that appeared in that feature column will display. |
| Include stop words | Check the box to include commonly used terms that are typically excluded from searches (“to”, “of”, "the", etc.). When unchecked, common terms are removed from the display. |

Clear filters individually or clear all to return to the original display

### Export

You can export the full Word Cloud as a CSV, PNG, or ZIP file. Note that applied filters are not reflected in the exported files; however, the removal of stop words is applied.