python - 如何在pandas中使用country_converter将国家/地区代码转换为名称

Question

df
         Date        Value CODE
0      2020-03-12      7  AFG
1      2020-03-11      7  AFG
...

如何从代码生成国家/地区？我尝试了从 CODE 变量生成代码

import country_converter as coco
df['country'] = df['CODE'].apply(coco.convert)

Actual Output:
         Date        Value CODE  country
0      2020-03-12      7  AFG     AFG  
1      2020-03-11      7  AFG     AFG 

Expected Output:
         Date        Value CODE  country
0      2020-03-12      7  AFG     Afghanistan  
1      2020-03-11      7  AFG     Afghanistan  

Answer 1

• 根据 country_converter文档。
• 可以通过 coco.CountryConverter().valid_class 找到 to 和 src 参数的有效值。

import country_converter as coco
import pandas as pd

# setupt test dataframe
df = pd.DataFrame({'code': ['AFG', 'USA', 'RU']})

# add country name by applying the convert method
df['short name'] = df.code.apply(lambda x: coco.convert(names=x, to='name_short', not_found=None))

# display(df)
  code     short name
0  AFG    Afghanistan
1  USA  United States
2   RU         Russia

# converting the column to a list and passing it to the method also works to add the short name
df['short name'] = coco.convert(names=df.code.tolist(), to='name_short', not_found=None)