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"""
Calculating Percentage of Total
-------------------------------
This chart demonstrates how to use a joinaggregate transform to display
data values as a percentage of total.
"""
# category: bar charts
import altair as alt
import pandas as pd
source = pd.DataFrame({'Activity': ['Sleeping', 'Eating', 'TV', 'Work', 'Exercise'],
'Time': [8, 2, 4, 8, 2]})
alt.Chart(source).transform_joinaggregate(
TotalTime='sum(Time)',
).transform_calculate(
PercentOfTotal="datum.Time / datum.TotalTime"
).mark_bar().encode(
alt.X('PercentOfTotal:Q', axis=alt.Axis(format='.0%')),
y='Activity:N'
)
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