# Dynamic filter with user attributes

To refine your dataset based on specific user attributes, incorporate these attributes directly in the SQL query. This can be particularly useful for personalizing data retrieval or implementing access controls.

**How to Implement:**

* First, switch to SQL code mode in your database tool or SQL editor.
* Next, locate the WHERE clause of your query. This is where you'll add the conditions based on user attributes.
* Insert the user attribute condition. For example, if you want to filter data for a specific country, you might add:

  ```sql
  Where country = '{{ (user or {}).get('attributes', {}).get('country', 'Belgium') }}'
  ```

Example Query:

```sql
SELECT * FROM "breezy"."deals_breezy"
Where country = '{{ (user or {}).get('attributes', {}).get('country', 'Belgium') }}'
```

In this example, we're filtering users based on the country attribute. This method leverages conditional logic to either use the `country` attribute or default to `'Belgium'` if the attribute doesn't exist.

{% @arcade/embed url="<https://app.arcade.software/share/Nibd6cFXviE4lY4n6XY8>" flowId="Nibd6cFXviE4lY4n6XY8" %}


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# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs-v3.toucantoco.com/tutorials/advanced-tutorials/embed-a-story-with-user-attributes/dynamic-filter-with-user-attributes.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.