#!/usr/bin/env python3 import pandas as pd import numpy as np def clean_name(s): if ', ' in s: last, first = s.split(", ") return f"{first.capitalize()} {last.capitalize()}" return s.title() def cleaning_data(): df = pd.read_csv("src/presidents.tsv", sep="\t") df['Start'] = df['Start'].str.extract('(\d+)', expand=False) df['Seasons'].replace(["one", "two"], [1, 2], inplace=True) df['Last'].replace("-", np.nan, inplace=True) df['President'] = df['President'].apply(clean_name) df['Vice-president'] = df['Vice-president'].apply(clean_name) df = df.astype({'President':'object', 'Start':'int', 'Last':'float', 'Seasons':'int', 'Vice-president':'object'}) return df def main(): print(cleaning_data()) if __name__ == "__main__": main()