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app.py
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56 lines (49 loc) · 1.35 KB
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from dash import Dash, dcc, html, Input, Output
import plotly.express as px
df = px.data.gapminder()
app = Dash(__name__)
server = app.server
app.layout = html.Div(
[
html.H4("Animated GDP and population over decades"),
html.P("Select an animation:"),
dcc.RadioItems(
id="selection",
options=["GDP - Scatter", "Population - Bar"],
value="GDP - Scatter",
),
dcc.Loading(dcc.Graph(id="graph"), type="cube"),
]
)
@app.callback(
Output("graph", "figure"), Input("selection", "value")
)
def display_animated_graph(selection):
animations = {
"GDP - Scatter": px.scatter(
df,
x="gdpPercap",
y="lifeExp",
animation_frame="year",
animation_group="country",
size="pop",
color="continent",
hover_name="country",
log_x=True,
size_max=55,
range_x=[100, 100000],
range_y=[25, 90],
),
"Population - Bar": px.bar(
df,
x="continent",
y="pop",
color="continent",
animation_frame="year",
animation_group="country",
range_y=[0, 4000000000],
),
}
return animations[selection]
if __name__ == "__main__":
app.run_server(debug=True)