House_Prices_Adv_Reg

altair_EDA_save.py

# Try/Except to append multiple altair charts to a list
myl = []
for col in dataset.columns:
    try:
        myl.append(chart(dataset, col, target_var))
    except:
        pass
    else:
        pass

# Compile all charts in the list to one html document
a = myl[0]
for i in range(1,len(myl)):
    a = a & myl[i]
a.properties(
    title = 'Feature Histograms & Boxplots'
).configure_axis(labelFontSize=15, titleFontSize=25)
a.save('figures/Feature_Visuals.html')

# Check if all variables were visualized
print('Features accounted for:', len(myl), 'out of', len(dataset.T))