Altair® Panopticon

 

Creating Density Plots in the Numeric Combination Graph

 

Sample data used in this section.

Category

x_var

A

1

A

1

A

1

A

2

A

3

A

3

A

4

A

4

A

4

A

4

B

1

B

2

B

2

B

2

B

2

B

3

B

3

B

3

B

4

B

4

 

 

A density plot describes the frequency or count of observations in data for each value along the x-axis. For a data set with a number of X-variable observation and two or more categories in the data, you create a density plot in the following way:

q  Put the Category text column on Items, the x-variable on X and the x-variable also on Visuals.

 

 Create a Numeric Bucket column of typ Id, based on the x-variable column (named idX) and add it to Items, as the top level.

 

 

 

 

q  On the Visuals x-variable column, switch off Single Series, and set Count as aggregation method.

 

 

q  On the X-axis x-variable columns, set Mean as aggregation method

 

 

q  Optionally, put the category column on Color, and select the category coloring for the Visuals column. Also select Smooth as line interpolation, and switch on Shade Area Below Line.