def normalize(df, column):
    """ This function normalized the dataframe according to the specified column.
        Input:
        - df: dataframe that is to be normalized
        - column: name of the column that the normalization will be based on.
    """
    return (df[column]-df[column].min()) / (df[column].max()-df[column].min())