change column order pandas

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showing results for - "change column order pandas"
Brad
18 Jan 2017
1# create a dataframe
2df = pd.DataFrame({'B':[1,2],'A':[0,0],'C':[1,1]})
3# reorder columns as ['A','B','C']
4df = df.reindex(columns = ['A','B','C'])
Ambroise
16 Jul 2016
1df = df.reindex(columns=column_names)
Diego
28 Jun 2018
1cols = df.columns.tolist()
2cols = cols[-1:] + cols[:-1] #bring last element to 1st position
3df = df.reindex(cols, axis=1)
Rébecca
17 Jan 2021
1In [7]: cols = df.columns.tolist()
2In [8]: cols
3Out[8]: [0L, 1L, 2L, 3L, 4L, 'mean']
4
5In [12]: cols = cols[-1:] + cols[:-1]
6
7In [13]: cols
8Out[13]: ['mean', 0L, 1L, 2L, 3L, 4L]
9  
10In [14]: df = df[cols] 
Jewel
11 Jul 2018
1# Want to change column3 to show up first
2df = pd.Dataframe({
3  "column1":(1,2,3),
4  "column2":(4,5,6),
5  "column3":(7,8,9)
6}
7# From all solutions I could find, this seems to be the best performance wise:
8col = df.pop(col_name)
9df.insert(0, col.name, col)# <- works in place and returns None (at least for me)
10  
11
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