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

Just an update to Vikash's excellent answer. The last two lines should now be:

grr = pd.plotting.scatter_matrix(iris_dataframe, c=Y, figsize=(15, 15), marker='o',
                                 hist_kwds={'bins': 20}, s=60, alpha=.8)

The scatter_matrix function has been moved to the plotting package, so the original answer, while correct is now deprecated.

So the complete code would now be:

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)