Visualize User Journey with a Sunburst Chart
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    Visualize user journey with a sunburst chart

    This template lets you visualize a user's journey through a product using a sunburst chart. A sunburst chart visualizes hierarchical data spanning outwards radially from root to leaves. The sunburst sector hierarchy is determined by the path taken. The root starts from the center and children are added to the outer rings.

    # Load packages
import pandas as pd
import plotly.express as px
    # Upload your data as CSV and load as data frame
df = pd.read_csv('data/sequences.csv')
df.head()
    # Visualize user journey as a sunburst chart
# Reference: https://plotly.com/python-api-reference/generated/plotly.express.sunburst.html
fig = px.sunburst(
  data_frame = df,                          # your data frame
  path = ['event_1', 'event_2', 'event_3'], # list of column names representing the user journey
  values = 'n',                             # column name indicating number of users following the path
  height = 500,                             # height of the chart
  title = "User Journey"                    # title of the chart
)
fig.update_layout(margin = dict(l=0, r=0, b=0))
fig.show(config = {"displayModeBar": False})