sunburst_by_cluster_CharacterizingOutperformedCompanies1MonthPostCOVID19VaccineSuccess.txt

import plotly.express as px

# grouping statistics
ds = df_all.groupby(['leiden', 'GICS Sector', 'GICS Sub-Industry'])['log_return_1mth'].count().reset_index()
ds.columns = ['leiden', 'GICS Sector', 'GICS Sub-Industry', 'count']

# plotting sunburst
fig = px.sunburst(
    ds, 
    path=[
        'leiden', 'GICS Sector', 'GICS Sub-Industry'
    ], 
    values='count', 
    title='Sunburst chart',
    width=900,
    height=900
)
fig.show()