Correlation Heatmaps
import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt

%matplotlib inline

Reading and display Data

Below, we use pandas to read and display data from a csv source

housing_data = pd.read_csv('housing_data.csv')
housing_data.head()

Rendering Correlation Heatmap

plt.figure(figsize=(10,8))
sns.heatmap(housing_data.corr(), annot=True, square=True, cmap="YlGnBu")
plt.title('Housing Data Correlation Plot')