日本の市区町村の標準地域コードの一覧が雑に欲しい

jp_cities_with_code.csv

write_csv.py

import pandas as pd

df = pd.read_csv("https://www.soumu.go.jp/main_content/000608358.csv",
                 dtype="object",
                 encoding="cp932",
                 usecols=[2, 3, 4, 5, 6])
cities = df.apply(lambda xs: xs.dropna()[-1], axis=1)
df2 = pd.DataFrame({'city_code': df['tiiki-code'], 'prefecture': df['ken-name'], 'city': cities})
df2.info()
df2.describe()
df2.head()
df2.to_csv('cities_with_code.csv', index=False, encoding='utf-8')