dataframe_widgets.py

# Correlation between two columns with dropdown
@interact
def correlations(column1=list(df.select_dtypes('number').columns), 
                 column2=list(df.select_dtypes('number').columns)):
    print(f"Correlation: {df[column1].corr(df[column2])}")
    
# Stats of a column with dropdown
@interact
def describe(column=list(df.columns)):
    print(df[column].describe())