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import pandas as pd

import streamlit as st

@st.cache_data

def load_data():

data = {

"Animal": ["Lion", "Crocodile", "Elephant", "Giraffe", "Penguin"],

"Weight (kg)": [190, 430, 5000, 800, 4],

"Is Endangered": [True, True, True, False, False],

"Classification": ["Mammal", "Reptile", "Mammal", "Mammal", "Bird"],

"Average Lifespan (years)": [12, 70, 70, 25, 20],

"Habitat": ["Grassland", "Water", "Savannah", "Savannah", "Antarctica"],

}

df = pd.DataFrame(data)

df["Classification"] = df["Classification"].astype("category")

df["Habitat"] = df["Habitat"].astype("category")

return df

df = load_data()

st.data_editor(df, key="my_key", num_rows="dynamic")

st.write("Here's the value in Session State:")

st.write(st.session_state["my_key"])