create an app that formats rows in a dataframe using a pandas style object. it should use a green scale and show the larger numbers in a darker green tone. generate some fake data
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import streamlit as st
import pandas as pd
import numpy as np
import matplotlib
import matplotlib.pyplot as plt
plt.rcParams["image.cmap"] = 'Greens'
# Generate random data
data = pd.DataFrame(np.random.rand(10, 6), columns=[f'Col {i+1}' for i in range(6)])
# # Create a styled dataframe using a green color scale
styled_data = data.style.background_gradient(cmap=None, low=0, high=1)
# # Display the styled dataframe
st.title("Styled DataFrame with Green Scale")
st.dataframe(styled_data)
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