/Python/How to make a pairs plot with pandas

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

Similar codes

2 votes334 views1 answer
Jinja inheritance
Python
0 vote354 views1 answer
Pyautogui color
Python
0 vote365 views1 answer
Python set remove multiple elements
Python
0 vote352 views1 answer
Flask where to put db.create_all
Python Flask
0 vote360 views1 answer
Ordering column names sensibly in pandas
Python
3 votes343 views1 answer
Io.UnsupportedOperation: not readable
Python
20 votes347 views5 answers
How to merge two pandas dataframes on a column
Python
28 votes346 views3 answers
Django abstractuser
Python
0 vote329 views1 answer
Python double indentation
Python
11 votes372 views6 answers
BeautifulSoup
Python