text_html_output_1.png
import matplotlib.pyplot as plt

import seaborn as sns

tmp = data.drop('Id', axis=1)
g = sns.pairplot(tmp, hue='Species', markers='+')
plt.show()

X = data.drop(['Id', 'Species'], axis=1)
y = data['Species']
print(X.shape)
print(y.shape)