Matrix Plots

Heatmap

All units must be the same across all cols

# 1. set index to the thing you want to compair
df = df.set_index('colName')

# 2. remove bad cols, and 
df = df.drop('colName', axis=1)

# 3. make heatmap
sns.heatmap(data=df)
# annot=True, shows numbers

Clustermap

same as heatmap, but ordered so that the heat is clustered

sns.clustermap(data=df)

# col_cluster=False