#!/usr/bin/env python
# coding: utf-8

# ## Github Gist를 이용해서 블로그에 Jupyter Notebook을 올려보자

# In[1]:


from sklearn.datasets import load_boston
boston = load_boston()
print(boston.DESCR)


# In[2]:


dfX = pd.DataFrame(boston.data, columns=boston.feature_names)
dfy = pd.DataFrame(boston.target, columns=["MEDV"])
df = pd.concat([dfX, dfy], axis=1)
df.tail()


# In[3]:


df.describe()


# In[4]:


cols = ["LSTAT", "NOX", "RM", "MEDV"]
sns.pairplot(df[cols])
plt.show()


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