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""" | |
Faceted Density Estimates | |
------------------------- | |
Density estimates of measurements for each iris flower feature | |
""" | |
# category: area charts | |
import altair as alt | |
from vega_datasets import data | |
source = data.iris() | |
alt.Chart(source).transform_fold( | |
['petalWidth', | |
'petalLength', | |
'sepalWidth', | |
'sepalLength'], | |
as_ = ['Measurement_type', 'value'] | |
).transform_density( | |
density='value', | |
bandwidth=0.3, | |
groupby=['Measurement_type'], | |
extent= [0, 8] | |
).mark_area().encode( | |
alt.X('value:Q'), | |
alt.Y('density:Q'), | |
alt.Row('Measurement_type:N') | |
).properties(width=300, height=50) | |