Scatter plots are used to represent the relationship between feature variable and target variable while target variable is plotted on X-axis and feature variable on Y-axis.

Scatter plots define correlation between two variables.

Here, I am using JupyterLab IDE.

import pandas as pd

%matplotlib inline

#Reading dataframe
df = pd.read_csv(“/filepath/diabetes.csv”)
df.plot(kind = “scatter”, x= “BMI”, y= “Age”)

Scatter Plot for BMI and Age

Link to the dataset I have used — diabetes.csv

Thanks for reading. Have a good day :)