import numpy as np
import pandas as pd
import plotly_express as px

x = np.arange(0,1,0.001)
y = 1 - x**2 - (1-x)**2
df = pd.DataFrame({'p':x,'Gini Impurity':y})
px.scatter(df,x='p',y='Gini Impurity')