# Graduated Symbol Maps

Instead of representing quantity with color intensity, these maps use symbols (typically bubbles) to depict quantity (via the sizes of the bubbles), and these bubbles are centered at corresponding locations.

![](/files/-M5-0UBl1RKA8YLHQ3aa)

Some advantages:

* **size is a better indicator of quantity** than color intensity
* the perception of the value represented by area **isn't influenced by region size** (this is because color perception is affected by size, so maps like choropleth maps unknowingly give more importance to larger regions)
* symbol maps also make it **possible to visualize more than one attribute** (by allowing us to use more than one channel); for example, size can be used to represent a quantitative attribute, while color hue can be used to represent a categorical attribute in the same map

  ![](/files/-M5-0UBn6vG7BfFJ0_ZM)

  Here, the color hue represents the party while the bubble sizes represent the number of votes


---

# 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://vikram-bajaj.gitbook.io/cs-gy-6313-information-visualization/main-5/geo-visualization/geo-visualization-techniques/graduated-symbol-maps.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.
