[英]How can I sort numbers in a string in pandas?
I have a dataframe like this: 我有一个这样的数据框:
id String
1 345 -456 -13 879
2 158 -926 -81 249 35 -4 -53 9
3 945 -506 -103
I want to sort it in desending order like this 我想按这样的降序排序
id String
1 879 345 -13 -457
2 249 158 35 9 -4 -53 -81 -926
3 945 -103 -506
I tried this: 我尝试了这个:
df['string'] = df['string'].str.split(' ').map(lambda x: ' '.join(sorted(x)))
The above function do some kind of sorting but not the way I want it. 上面的函数进行某种排序,但不是我想要的方式。
First is necessary convert values to integers, sorting and then convert to strings back: 首先需要将值转换为整数,进行排序,然后再转换回字符串:
f = lambda x: ' '.join(map(str, sorted(map(int, x), reverse=True)))
#another solution
#f = lambda x: ' '.join(str(z) for z in sorted((int(y) for y in x), reverse=True))
df['string'] = df['string'].str.split().map(f)
print (df)
id string
0 1 879 345 -13 -456
1 2 249 158 35 9 -4 -53 -81 -926
2 3 945 -103 -506
Or: 要么:
f = lambda x: ' '.join(map(str, sorted(map(int, x.split()), reverse=True)))
df['string'] = df['string'].map(f)
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