Displaying pair plot in Pandas data frame

Question

I am trying to display a pair plot by creating from scatter_matrix in pandas dataframe. This is how the pair plot is created:

# Create dataframe from data in X_t         


        

Answer 1

I finally know how to do it with PyCharm.

Just import matploblib.plotting as plt instead:

import numpy as np
import matplotlib.pyplot as plt
import pandas as pd
import mglearn
from pandas.plotting import scatter_matrix

from sklearn.datasets import load_iris
from sklearn.model_selection import train_test_split

iris_dataset = load_iris()

X_train,X_test,Y_train,Y_test = train_test_split(iris_dataset['data'],iris_dataset['target'],random_state=0)
iris_dataframe = pd.DataFrame(X_train,columns=iris_dataset.feature_names)

grr = scatter_matrix(iris_dataframe,c = Y_train,figsize = (15,15),marker = 'o',
                        hist_kwds={'bins':20},s=60,alpha=.8,cmap = mglearn.cm3)
plt.show()

Then it works perfect as below: