Code Editor for app.py

import streamlit as st
import pandas as pd
import numpy as np

# Create mock data
np.random.seed(0)
data = pd.DataFrame({
    'A': np.random.randint(1, 100, 5),
    'B': np.random.randint(1, 100, 5),
    'C': np.random.randint(1, 100, 5)
})

st.title("DataFrame Custom Styling Example")

st.write("Original DataFrame:")
st.dataframe(data)

# Highlight max values in each column
styled_max = data.style.highlight_max(color='lightgreen', axis=0)
st.write("DataFrame with Max Values Highlighted:")
st.dataframe(styled_max)

# Highlight min values in each column
styled_min = data.style.highlight_min(color='salmon', axis=0)
st.write("DataFrame with Min Values Highlighted:")
st.dataframe(styled_min)