CODEWITHSUNDEEP
python-3.xpandaspivot-table
Praveen Snowy
Praveen Snowy

Reputation: 163

ordering the multiindex level manually

I have a pivot table which has incorrect column order and i need the columns to be in order as i wish

The below code is for pivot table:

data_frame1 = pd.pivot_table(data_frame, index=['PC', 'Geo', 'Comp'], values=['Bill', 'Bill2'], columns=['Month'], fill_value=0)

Code output

               Bill1              Bill2
 Month       Jan    Feb        Jan    Feb     
PC Geo Comp
A  Ind  OP    1     1.28        1    1.28
B  US   OS    1     1.28        1    1.28
C  Can  OV    1     1.28        1    1.28

Expected output

                Bill2              Bill1
 Month       Jan    Feb        Jan    Feb     
PC Geo Comp
A  Ind  OP    1     1.28        1    1.28
B  US   OS    1     1.28        1    1.28
C  Can  OV    1     1.28        1    1.28

Upvotes: 2

Views: 121

Answers (1)

jezrael
jezrael

Reputation: 863761

Use DataFrame.reindex by first level of MultiIndex:

df = df.reindex(['Bill2','Bill1'], axis=1, level=0)
print (df)
      Bill2       Bill1      
        Feb   Jan Month   Jan
A Ind     1  1.28     1  1.28
B US      1  1.28     1  1.28
C Can     1  1.28     1  1.28

Or if possible sorting in descending order:

df = df.sort_index(axis=1, level=0, ascending=False)

Upvotes: 2

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