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

1 vote220 views1 answer
Creating an interface tkinter
Python
0 vote170 views1 answer
File "<ipython-input-12-48c6c043344b>", line 29 coin = random.randint(0,1) ^ IndentationError: expected an indented block
Python
15 votes279 views4 answers
Django python install
Python Django
0 vote208 views1 answer
Extract area code from phone number python
Python
0 vote192 views1 answer
From random import choice
Python
32 votes190 views2 answers
Drop if nan in column pandas
Python
3 votes181 views2 answers
Spark add column to dataframe
Python
2 votes198 views2 answers
Superscript python
Python
1 vote226 views1 answer
Creating an apis with python and flask
Python Flask
2 votes175 views2 answers
What is a print statement
Python