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import numpy as np
import pandas as pd
import pydeck as pdk
import streamlit as st
@st.cache_data
def load_data():
return pd.DataFrame(
np.random.randn(1000, 2) / [50, 50] + [37.76, -122.4], columns=["lat", "lon"]
)
df = load_data()
st.pydeck_chart(
pdk.Deck(
map_style=None,
initial_view_state=pdk.ViewState(
latitude=37.76,
longitude=-122.4,
zoom=11,
pitch=50,
),
layers=[
pdk.Layer(
"HexagonLayer",
data=df,
get_position="[lon, lat]",
radius=200,
elevation_scale=4,
elevation_range=[0, 1000],
pickable=True,
extruded=True,
),
pdk.Layer(
"ScatterplotLayer",
data=df,
get_position="[lon, lat]",
get_color="[200, 30, 0, 160]",
get_radius=200,
),
],
)
)
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