Tableau Box Plot is useful for graphically visualizing the numeric data group by specific data. Let us see how to Create a boxplot in Tableau with an example.
How to Create a Tableau Box Plot
In this example, we are going to create a boxplot in Tableau. First, drag and drop the Sales Amount from the Measures Region to Rows Shelf and Color from the Dimensions region to the Details field in Marks Shelf.
The Tableau intelligence automatically creates the Bar Chart, but we want to create a Box plot. So, please select the below-shown option from the Show Me window.

From the below screenshot, you can see the Tableau Box plot.

Video
Let me drag the English Country Region Name from Dimensions to Columns Shelf. It will create for each country.

You can hover over the mouse on the box plot to see the Median, Upper Quartile, Lower Quartile, and Whisker values.

Change Colors of a Tableau Box plot
We will show you how to change the colors of the rectangles. We have two different approaches to creating this.
First Approach: Please right-click on the rectangle and select the Edit.. option from the context menu.

Once you select the Edit.. option, a new window called Edit Reference Line or Band will open to style the box plot.

Second Approach: Go to the Format menu and select the References Lines… will open the Format Reference Lines tab.

Let me change the Fill color to the Red pallet.

Next, we are changing the tableau box plot Border width and color.

Lastly, we are changing the Whiskers width and color

Change the Colors of the dots
This Tableau box and whisker plot example explain how to add color to the dots. For this, drag and drop the English Country Name from the Dimensions Region to the Color field in Marks Shelf, as shown below. It means each country has its own color.

Change the Size of a dot
In this example, we will show you how to change the size of the dots. For this, drag the Order Quantity from the Measures Region to Size field in Marks Shelf.

Create Categorical Box Plots in Tableau
Here, we show how to create a boxplot for each color within a region. For this, drop the Color from the Dimensions Region to Columns Shelf.
By default, the box plot displays compressed horizontal lines (or dots). Because it is difficult to draw for aggregated data, let’s remove the aggregated measure by unchecking the Aggregate Measures available in Analysis Menu.

Now you can see the box plot for each color present in a region.

Horizontal Tableau Box and Whisker plot
Change the default vertical into a horizontal boxplot by swapping rows and columns.
