Stacked Density
Stacked density plot combines smooth curves for multiple groups, revealing overlaps and distribution trends.
Stacked Density
Graph
Creates a stacked density plot that combines smooth curves for multiple groups, revealing overlaps and distribution trends across different categories.
Inputs
- x
- The numerical data values for which density curves will be calculated
- color
- The categorical field used to group data into different density curves for stacking
Inputs Types
Input | Types |
---|---|
x |
List , DataSeries , NDArray , DataRecords , DataFrame |
color |
List , DataSeries , NDArray , DataRecords , DataFrame |
You can check the list of supported types here: Available Type Hints.
Outputs
- x
- The original input data passed through unchanged.
- color
- The original input data passed through unchanged.
Outputs Types
Output | Types |
---|---|
x |
List , DataSeries , NDArray , DataRecords , DataFrame |
color |
List , DataSeries , NDArray , DataRecords , DataFrame |
You can check the list of supported types here: Available Type Hints.
Options
The Stacked Density brick contains some changeable options:
- 'x' data field
- Specifies the field name for the x-axis data values in the density calculation
- Aggregation field
- Defines the field name used for color-based grouping and aggregation of density curves
- Smoothed counts
- Toggle to use smoothed counts instead of probability density values in the visualization
Brick Info
version
v0.1.4
python
3.10,
3.11,
3.12,
3.13
requirements
-
-