# Density Plot

### Density Plot

You can show the distribution of the data by the curved lines. This chart is a variation of a Histogram, but this can show the smoother distributions by smoothing out the noise.

![](/files/-M4oNAqmEr32DCpvMZ2J)

### Column Assignments

* X-Axis - Assign a column you want to show the distribution. The column data should be numeric.
* Color By - Assign a column for color. Take a look at [Color](/visualization/features/color.md) section for more details.
* Repeat By - You can assign a column to repeat the chart for each of its values. Take a look at [Repeat By](/visualization/features/small-multiple.md) section for more details.
* Include Outlier - You can uncheck to exclude the outlier values.

### Highlight

You can change the color of the specific markers such as bars, lines or circles that you pick to stand out from others. See [Highlight](/visualization/features/highlight-1.md) for the detail.

### Category

You can categorize numeric values inside the chart. See [Category(Binning)](/visualization/features/category.md) for the detail.

### Limit Values

You can use Limit Values to filter the categories by the aggregated values. See [Limit Values](/visualization/features/limit.md) for the detail.

### 'Others' Group

If you have many categories, you can reduce the number of categories by changing some category names to 'Others' using the 'Others' Group feature. See ['Others' Group](/visualization/features/others-group.md) for the detail.

### Missing Value Handling

You can use the Missing Value Handling feature to control missing values. See [Missing Value Handling](/visualization/features/missing-value-handling.md) for the detail.

### Layout Configuration

* Bandwidth Adjustment - Decides the smoothness of lines. You can assign a numeric value. If you assign a larger number, the curve will be simpler.
* Number of Equally Spaced Points - How many data points used to draw the line. If you assign a larger number, the curve will be smoother.
* Bandwidth - Smoothing bandwidth option.
* Kernel - Smoothing kernel option.

Take a look at [Layout Configuration](/visualization/features/layout.md) on how to configure the layout and format.

### Save as an Image

You can save the chart as an image file. See [Save as PNG/SVG](/visualization/features/save.md) for more details.


---

# 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.exploratory.io/visualization/types/densityplot.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.