import pandas as pd
import streamlit as st


@st.cache_data
def load_data():
    return pd.DataFrame(
        [
            {"command": "st.selectbox", "rating": 4, "is_widget": True},
            {"command": "st.balloons", "rating": 5, "is_widget": False},
            {"command": "st.time_input", "rating": 3, "is_widget": True},
        ]
    )


df = load_data()
edited_df = st.data_editor(df, use_container_width=True)

favorite_command = edited_df.loc[edited_df["rating"].idxmax()]["command"]
st.markdown(f"Your favorite command is **{favorite_command}** 🎈")