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62 changes: 62 additions & 0 deletions
62
tests/examples_arguments_syntax/interval_selection_map_quakes.py
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""" | ||
Interval Selection on a Map | ||
=========================== | ||
This is an example of a binned bar chart on the right where the filtered overlay | ||
is adjusted by interacting with the map on the left. | ||
""" | ||
# category: interactive charts | ||
import altair as alt | ||
from vega_datasets import data | ||
import geopandas as gpd | ||
|
||
# load data | ||
gdf_quakies = gpd.read_file(data.earthquakes.url, driver="GeoJSON") | ||
gdf_world = gpd.read_file(data.world_110m.url, driver="TopoJSON") | ||
|
||
# defintion for interactive brush | ||
brush = alt.selection_interval( | ||
encodings=['longitude'], | ||
empty=False, | ||
value={"longitude": [-50, -110]} | ||
) | ||
|
||
# world disk | ||
sphere = alt.Chart(alt.sphere()).mark_geoshape( | ||
fill="transparent", stroke="lightgray", strokeWidth=1 | ||
) | ||
|
||
# countries as shapes | ||
world = alt.Chart(gdf_world).mark_geoshape( | ||
fill="lightgray", stroke="white", strokeWidth=0.1 | ||
) | ||
|
||
# earthquakes as dots on map | ||
quakes = alt.Chart(gdf_quakies).transform_calculate( | ||
lon="datum.geometry.coordinates[0]", | ||
lat="datum.geometry.coordinates[1]", | ||
).mark_circle(opacity=0.35, tooltip=True).encode( | ||
longitude="lon:Q", | ||
latitude="lat:Q", | ||
color=alt.condition(brush, alt.value('goldenrod'), alt.value('steelblue')), | ||
size=alt.Size("mag:Q", scale=alt.Scale(type="pow", range=[1, 1000], domain=[0, 7], exponent=4)), | ||
).add_params(brush) | ||
|
||
# combine layers for the map | ||
left_map = alt.layer(sphere, world, quakes).project(type="mercator") | ||
|
||
# histogram of binned earthquakes | ||
bars = alt.Chart(gdf_quakies).mark_bar().encode( | ||
x=alt.X('mag:Q').bin(extent=[0,7]), | ||
y='count(mag):Q', | ||
color=alt.value('steelblue') | ||
) | ||
|
||
# filtered earthquakes | ||
bars_overlay = bars.encode(color=alt.value('goldenrod')).transform_filter(brush) | ||
|
||
# combine layers for histogram | ||
right_bars = alt.layer(bars, bars_overlay) | ||
|
||
# vertical concatenate map and bars | ||
left_map | right_bars |
62 changes: 62 additions & 0 deletions
62
tests/examples_methods_syntax/interval_selection_map_quakes.py
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---|---|---|
@@ -0,0 +1,62 @@ | ||
""" | ||
Interval Selection on a Map | ||
=========================== | ||
This is an example of a binned bar chart on the right where the filtered overlay | ||
is adjusted by interacting with the map on the left. | ||
""" | ||
# category: interactive charts | ||
import altair as alt | ||
from vega_datasets import data | ||
import geopandas as gpd | ||
|
||
# load data | ||
gdf_quakies = gpd.read_file(data.earthquakes.url, driver="GeoJSON") | ||
gdf_world = gpd.read_file(data.world_110m.url, driver="TopoJSON") | ||
|
||
# defintion for interactive brush | ||
brush = alt.selection_interval( | ||
encodings=['longitude'], | ||
empty=False, | ||
value={"longitude": [-50, -110]} | ||
) | ||
|
||
# world disk | ||
sphere = alt.Chart(alt.sphere()).mark_geoshape( | ||
fill="transparent", stroke="lightgray", strokeWidth=1 | ||
) | ||
|
||
# countries as shapes | ||
world = alt.Chart(gdf_world).mark_geoshape( | ||
fill="lightgray", stroke="white", strokeWidth=0.1 | ||
) | ||
|
||
# earthquakes as dots on map | ||
quakes = alt.Chart(gdf_quakies).transform_calculate( | ||
lon="datum.geometry.coordinates[0]", | ||
lat="datum.geometry.coordinates[1]", | ||
).mark_circle(opacity=0.35, tooltip=True).encode( | ||
longitude="lon:Q", | ||
latitude="lat:Q", | ||
color=alt.condition(brush, alt.value('goldenrod'), alt.value('steelblue')), | ||
size=alt.Size("mag:Q").scale(type="pow", range=[1, 1000], domain=[0, 7], exponent=4), | ||
).add_params(brush) | ||
|
||
# combine layers for the map | ||
left_map = alt.layer(sphere, world, quakes).project(type="mercator") | ||
|
||
# histogram of binned earthquakes | ||
bars = alt.Chart(gdf_quakies).mark_bar().encode( | ||
x=alt.X('mag:Q').bin(extent=[0,7]), | ||
y='count(mag):Q', | ||
color=alt.value('steelblue') | ||
) | ||
|
||
# filtered earthquakes | ||
bars_overlay = bars.encode(color=alt.value('goldenrod')).transform_filter(brush) | ||
|
||
# combine layers for histogram | ||
right_bars = alt.layer(bars, bars_overlay) | ||
|
||
# vertical concatenate map and bars | ||
left_map | right_bars |