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import streamlit as st
import pandas as pd
import numpy as np
import altair as alt
chart_data = pd.DataFrame(
np.random.randn(20, 3),
columns=['a', 'b', 'c'])
c = alt.Chart(chart_data).mark_circle().encode(
x='a', y='b', size='c', color='c', tooltip=['a', 'b', 'c'])
st.altair_chart(c, use_container_width=True)