[英]Sort only 2 Columns from a Dataframe of 20 Columns
我在 5 行的组(数据框)中有 20 列。 我想强制只对 2 列进行排序并保持其他列不变。
我试过使用
group2['Col1','Col2'] = group2['Col1','Col2'].sort_values(by=['Col2'])
它产生错误
return self._engine.get_loc(self._maybe_cast_indexer(key))
File "pandas/_libs/index.pyx", line 108, in pandas._libs.index.IndexEngine.get_loc
File "pandas/_libs/index.pyx", line 132, in pandas._libs.index.IndexEngine.get_loc
File "pandas/_libs/hashtable_class_helper.pxi", line 1601, in pandas._libs.hashtable.PyObjectHashTable.get_item
File "pandas/_libs/hashtable_class_helper.pxi", line 1608, in pandas._libs.hashtable.PyObjectHashTable.get_item
KeyError: ('col1', 'col2')
输入和期望的输出是:
通过 double []
创建子集并分配回 numpy 数组:
group2 = pd.DataFrame({
'Col1':list('nyynny'),
'Col2':[1,3,5,7,2,0],
'Col3':[4,5,4,5,5,4],
'Col4':[7,8,9,4,2,3],
'Col5':[5,3,6,9,2,4],
'Col6':list('aaabbb')
})
group2[['Col1','Col2']] = group2[['Col1','Col2']].apply(np.sort).values
print (group2)
Col1 Col2 Col3 Col4 Col5 Col6
0 n 0 4 7 5 a
1 n 1 5 8 3 a
2 n 2 4 9 6 a
3 y 3 5 4 9 b
4 y 5 5 2 2 b
5 y 7 4 3 4 b
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