Rename a multi index tuple pandas dataframe - dataframe

Question

I have the dataframe bellow issued from a pd.pivot_table
sum
Price
Manager Status
Debra Henley declined 70000
pending 50000
presented 50000
won 65000
Fred Anderson declined 65000
pending 5000
presented 45000
won 172000
I want to Add a TOTAL in the index in the last line to have this result:
sum
Price
Manager Status
Debra Henley declined 70000
pending 50000
presented 50000
won 65000
Fred Anderson declined 65000
pending 5000
presented 45000
won 172000
All TOTAL 522000
How can I do this please ?

Answer 1

For example this is the data frame:
Manager Status Price
0 Debra Henley declined 1000
1 Fred Anderson pending 1001
2 Debra Henley presented 1002
3 Fred Anderson won 1003
4 Debra Henley declined 1004
5 Fred Anderson pending 1005
6 Debra Henley presented 1006
7 Fred Anderson won 1007
8 Debra Henley declined 1008
9 Fred Anderson pending 1009
10 Debra Henley presented 1010
11 Fred Anderson won 1011
12 Debra Henley declined 1012
13 Fred Anderson declined 1013
14 Debra Henley pending 1014
15 Fred Anderson presented 1015
16 Debra Henley won 1016
17 Fred Anderson declined 1017
18 Debra Henley declined 1018
To pivot the table:
df.pivot_table(values='Price', index=['Manager', 'Status'], margins=True, margins_name='Total', aggfunc={'Price': np.sum})
Result:
Price
Manager Status
Debra Henley declined 5042
pending 1014
presented 3018
won 1016
Fred Anderson declined 2030
pending 3015
presented 1015
won 3021
To add Total in last row, add this margins=True, margins_name='Total' to your pivot code.
Final code:
df.pivot_table(values='Price', index=['Manager', 'Status'], margins=True, margins_name='Total', aggfunc={'Price': np.sum})
Result:
Price
Manager Status
Debra Henley declined 5042
pending 1014
presented 3018
won 1016
Fred Anderson declined 2030
pending 3015
presented 1015
won 3021
Total 19171
Hope it is useful