A basic but illustrative heatmap showing correlations between a number of variables.
import pandas as pd
import seaborn as sns
import numpy as np
# Sample dataframe with date index and five variables
np.random.seed(123)
df = pd.DataFrame(np.random.uniform(-0.25,0.25,size=(5, 5)),
...
