Last updated: Jan 17, 2024
The Histogram node shows the occurrence of values for numeric
fields. It's often used to explore the data before manipulations and model building. Similar to the
Distribution node, the Histogram node frequently reveals imbalances in the data.
Example
stream = modeler.script.stream()
typenode = stream.findByID("id42KW3MSA94B")
node = stream.create("histogram", "My node")
stream.link(typenode, node)
# "Plot" tab
node.setPropertyValue("field", "Drug")
node.setPropertyValue("color_field", "Drug")
node.setPropertyValue("panel_field", "Sex")
# "Options" tab
node.setPropertyValue("range_mode", "UserDefined")
node.setPropertyValue("range_min", 1.0)
node.setPropertyValue("range_max", 100.0)
node.setPropertyValue("num_bins", 10)
node.setPropertyValue("normalize", True)
node.setPropertyValue("separate_bands", False)
histogramnode properties |
Data type | Property description |
|---|---|---|
field
|
field | |
color_field
|
field | |
panel_field
|
field | |
animation_field
|
field | |
range_mode
|
Automatic
UserDefined
|
|
range_min
|
number | |
range_max
|
number | |
bins
|
ByNumber
ByWidth
|
|
num_bins
|
number | |
bin_width
|
number | |
normalize
|
flag | |
separate_bands
|
flag | |
x_label_auto
|
flag | |
x_label
|
string | |
y_label_auto
|
flag | |
y_label
|
string | |
use_grid
|
flag | |
graph_background
|
color | Standard graph colors are described at the beginning of this section. |
page_background
|
color | Standard graph colors are described at the beginning of this section. |
normal_curve
|
flag | Indicates whether the normal distribution curve should be shown on the output. |