subtotal

I have a set of queries that outputs a pivot table. Is it possible to obtain row and/or column subtotals for a pivot table ? My table I am selecting from looks like this Site FormID Present Site 1 Form A Yes Site 1 Form B Yes Site 1 Form D Yes etc... My pivot table query is this SELECT * FROM (SELECT Site, COUNT(FormID) AS NumberOfForms,FormID FROM @CRFCount WHERE Present='Yes' GROUP BY Site, FormID) d PIVOT (SUM(NumberOfForms) FOR [Site] IN ([Site 1], [Site 2], [Site 3]) ) AS p; But I really want it to result in this (which of course it does not total for me) FormID Site 1 Site 2 Site 3 Total

One of the great things about pivot tables in excel is that they provide subtotals automatically. First, I would like to know if there is anything already created within dplyr that can accomplish this. If not, what is the easiest way to achieve it? In the example below, I show the mean displacement by number of cylinders and carburetors. For each group of cylinders (4,6,8), I'd like to see the mean displacement for the group (or total displacement, or any other summary statistic). library(dplyr) mtcars %>% group_by(cyl,carb) %>% summarize(mean(disp)) cyl carb mean(disp) 1 4 1 91.38 2 4 2 116

I have the following data: Employee Account Currency Amount Location Test 2 Basic USD 3000 Airport Test 2 Net USD 2000 Airport Test 1 Basic USD 4000 Town Test 1 Net USD 3000 Town Test 3 Basic GBP 5000 Town Test 3 Net GBP 4000 Town I can manage to pivot by doing the following: import pandas as pd table = pd.pivot_table(df, values=['Amount'], index=['Location', 'Employee'], columns=['Account', 'Currency'], fill_value=0, aggfunc=np.sum, dropna=True) Output: Amount Account Basic Net Currency GBP USD GBP USD Location Employee Airport Test 2 0 3000 0 2000 Town Test 1 0 4000 0 3000 Test 3 5000 0 4000

Assuming I have the following dataframe: a b c Sce1 Sce2 Sce3 Sce4 Sce5 Sc6 Animal Ground Dog 0.0 0.9 0.5 0.0 0.3 0.4 Animal Ground Cat 0.6 0.5 0.3 0.5 1.0 0.2 Animal Air Eagle 1.0 0.1 0.1 0.6 0.9 0.1 Animal Air Owl 0.3 0.1 0.5 0.3 0.5 0.9 Object Metal Car 0.3 0.3 0.8 0.6 0.5 0.6 Object Metal Bike 0.5 0.1 0.4 0.7 0.4 0.2 Object Wood Chair 0.9 0.6 0.1 0.9 0.2 0.8 Object Wood Table 0.9 0.6 0.6 0.1 0.9 0.7 I want to create a MultiIndex, which will contain the sum of each lvl. The output will look like this: a b c Sce1 Sce2 Sce3 Sce4 Sce5 Sce6 Animal 1.9 1.6 1.4 1.3 2.7 1.6 Ground 0.6 1.4 0.8 0.5