Part-to-whole Charts

Here we'll talk about how to plot some part-to-whole chart types in DEX using dx.

Setup

We will be using our own built-in DataFrame generation function for these visualizations. The values you see may be different if you run the same code in a cell, but the column structure should be very similar (if not identical).

df = dx.random_dataframe(100)

The Customized examples with more options do not necessarily represent "good" data visualization; they are just a glimpse into what settings are available to compare against the Simple examples.

Donut

Coming soon!

Partition

Coming soon!

Pie

Simple

dxpd.options.plotting.backend = 'dx'

dx.pie(df, y='index')

Make sure you enable dx as a pandas plotting backend first.

df.plot.pie(y='index')

Customized

dxpd.options.plotting.backend = 'dx'

dx.pie(
    df, 
    y='index',
    split_slices_by='keyword_column',
    show_total=False,
    pie_label_type='annotation',
    pie_label_contents='percent',
)

Make sure you enable dx as a pandas plotting backend first.

df.plot.pie(
    y='index',
    split_slices_by='keyword_column',
    show_total=False,
    pie_label_type='annotation',
    pie_label_contents='percent',
)

Sunburst

Coming soon!

Treemap

Coming soon!