# Heatmap point aggregation

Heatmap point aggregation allows you to dynamically display your point data as a heatmap visualization, even when working with large-scale data. This type of visualization is ideal for simplifying complex datasets, identify hotspot patterns and gain insights from your data.

<figure><img src="https://3029946802-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FybPdpmLltPkzGFvz7m8A%2Fuploads%2Fgit-blob-cf9351792663ceac56269ceabf341a67fb60e186%2Fheatmap.gif?alt=media" alt=""><figcaption></figcaption></figure>

## Visualization

In the Visualization section you can specify the Opacity setting at layer source. Additionally, within the **Advanced visualization options** <img src="https://3029946802-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FybPdpmLltPkzGFvz7m8A%2Fuploads%2Fgit-blob-0284a6e8c3b0d674f33e4bac8912e003925dd056%2Fimage.png?alt=media" alt="" data-size="line"> , you can access **Zoom Visibility** to define the range at which your layer should be visualized.

<figure><img src="https://3029946802-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FybPdpmLltPkzGFvz7m8A%2Fuploads%2Fgit-blob-e1d97be1fe1fb21353c209d414cba416dad46a1a%2Fimage.png?alt=media" alt=""><figcaption></figcaption></figure>

## Area of influence

The area of influence for heatmap layers defines the radius around each point that contributes to the heatmap. A smaller radius results in a smoother heatmap with lower detail, whereas a larger radius shows more distinct variations. This radius can either be uniform or vary according to a specific property.

<figure><img src="https://3029946802-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FybPdpmLltPkzGFvz7m8A%2Fuploads%2Fgit-blob-25d2f44dbb3a74f5a04ac8cb7321b29cdf4b545b%2Fimage.png?alt=media" alt=""><figcaption></figcaption></figure>

## Color

You can style your heatmap choosing the desired palette in the Color section. For more information about color palettes supported in Builder check this [section](https://docs.carto.com/carto-user-manual/maps/layers/..#fill-color).

<figure><img src="https://3029946802-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FybPdpmLltPkzGFvz7m8A%2Fuploads%2Fgit-blob-32c5b3216cee89706ba72c4149eec1dbd5018d02%2Fimage%20(644).png?alt=media" alt=""><figcaption></figcaption></figure>
