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""" | |
Histogram with Responsive Bins | |
------------------------------ | |
This shows an example of a histogram with bins that are responsive to a | |
selection domain. Click and drag on the bottom panel to see the bins | |
change on the top panel. | |
""" | |
# category: histograms | |
import altair as alt | |
from vega_datasets import data | |
source = data.flights_5k.url | |
brush = alt.selection_interval(encodings=['x']) | |
base = alt.Chart(source).transform_calculate( | |
time="hours(datum.date) + minutes(datum.date) / 60" | |
).mark_bar().encode( | |
y='count():Q' | |
).properties( | |
width=600, | |
height=100 | |
) | |
alt.vconcat( | |
base.encode( | |
alt.X('time:Q', | |
bin=alt.Bin(maxbins=30, extent=brush), | |
scale=alt.Scale(domain=brush) | |
) | |
), | |
base.encode( | |
alt.X('time:Q', bin=alt.Bin(maxbins=30)), | |
).add_selection(brush) | |
) |