Code Editor for app.py

import streamlit as st
import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt

st.title("NBA Player Points Heatmap")

# Create sample NBA player data
data = {
    'Player': ['LeBron James', 'Stephen Curry', 'Kevin Durant', 'Giannis Antetokounmpo', 'Luka Doncic',
               'Joel Embiid', 'Nikola Jokic', 'Jayson Tatum', 'Damian Lillard', 'Ja Morant'],
    'Q1_Points': [8, 12, 10, 7, 9, 11, 6, 8, 10, 7],
    'Q2_Points': [10, 8, 12, 9, 8, 9, 8, 7, 8, 9],
    'Q3_Points': [7, 10, 8, 11, 12, 8, 10, 9, 7, 8],
    'Q4_Points': [12, 9, 7, 8, 10, 7, 9, 11, 8, 10]
}

df = pd.DataFrame(data)

# Set Player as index for the heatmap
heatmap_data = df.set_index('Player')[['Q1_Points', 'Q2_Points', 'Q3_Points', 'Q4_Points']]

# Create the heatmap
st.subheader("Points Scored by Quarter")
fig, ax = plt.subplots(figsize=(10, 8))
sns.heatmap(heatmap_data, 
            annot=True, 
            cmap='YlOrRd',
            fmt='d',
            cbar_kws={'label': 'Points'})

plt.ylabel('Players')
plt.xlabel('Quarters')
plt.tight_layout()

# Display the heatmap
st.pyplot(fig)

# Display the raw data
st.subheader("Raw Data")
st.dataframe(df)