plots.plot_numeric_distributions

plots.plot_numeric_distributions(df)

Plot distribution histograms for all numeric columns.

Generates a grid of histogram plots to help visualize the distribution, skewness, and potential outliers in each numeric column. This function is intended as a exploratory tool for understanding the shape of the data.

Parameters

Name	Type	Description	Default
df	pandas.DataFrame	The input dataset containing numeric columns.	required

Returns

Name	Type	Description
	None	Displays histogram plots for each numeric column.

Examples

>>> import pandas as pd
>>> data = {
...     "age": [25, 30, 35, 40, 45],
...     "salary": [50000, 60000, 75000, 90000, 120000],
...     "department": ["HR", "IT", "IT", "Finance", "HR"]
... }
>>> df = pd.DataFrame(data)
>>> plot_numeric_distributions(df)
# Displays histograms for "age" and "salary"