Pair plot python

How to make a pairs plot with pandas

import pandas as pd
import matplotlib.pyplot as plt
%matplotlib inline

from sklearn import datasets

iris_dataset = datasets.load_iris()
X = iris_dataset.data
Y = iris_dataset.target

iris_dataframe = pd.DataFrame(X, columns=iris_dataset.feature_names)

# Create a scatter matrix from the dataframe, color by y_train
grr = pd.plotting.scatter_matrix(iris_dataframe, c=Y, figsize=(15, 15), marker='o',
                                 hist_kwds={'bins': 20}, s=60, alpha=.8)

Source: stackoverflow.com

Pair plot python

import seaborn as sns
iris_dataset = datasets.load_iris()
X = iris_dataset.data
Y = iris_dataset.target
df = pd.DataFrame(X, columns=iris_dataset.feature_names)
sns.pairplot(df)

Pairplot with selected field

pp = sns.pairplot(data=data,
                  x_vars=['age'],
                  y_vars=['weight', 'height', 'happiness'])

Similar codes

0 vote196 views1 answer
List of lists to table python
Python
0 vote195 views1 answer
Vscode python region folding
Python
0 vote203 views1 answer
Python declare set
Python
0 vote219 views1 answer
Python reduce function to sum array
Python
0 vote215 views1 answer
Tusha
Python
0 vote209 views1 answer
Pie chart python pandas
Python
0 vote236 views1 answer
Improt kmean
Python
0 vote208 views1 answer
Check for the negative integers and float
Python
0 vote228 views1 answer
(for in) printing in python
Python
0 vote243 views1 answer
How to keep old content when using write in python
Python