def snake_case_column_names(df):
    """takes in a data frame, lower cases column name, replaces space with underscore and strips commas"""
    new_column_names = []
    
    for col in df.columns:
        new_column_names.append(col.lower().replace(',', "").replace(" ", "_"))
    
    df.columns = new_column_names
    return df