I am trying to add a totals row usin ghte Janitor package in R, however I need 2 columns to be totaled using the sum function and one column to be a percentage (not the sum of the column).
library(tidyverse)
library(janitor)
df.1 <- tribble(
~customer ,~period, ~cost1, ~cost2 ,
'cust1', '202201', 5, 10,
'cust1', '202202', 5, 10,
'cust1', '202203', 5, 10,
'cust1', '202204', 5, 10,
)
df.1 %>%
group_by(customer, period) %>%
summarise(cost1 = sum(cost1, na.rm = T),
cost2 = sum(cost2, na.rm = T),
total = cost1 + cost2,
pct = cost1 / cost2) %>%
adorn_totals(where = 'row')
Expected output would be:
customer period cost1 cost2 total pct
cust1 202201 5 10 15 .33333
cust1 202202 5 10 15 .33333
cust1 202203 5 10 15 .33333
cust1 202204 5 10 15 .33333
Total 20 40 60 .33333
Thanks in advance for advice.
Get the percentage per row, after adorn:
df.1 %>%
group_by(customer, period) %>%
summarise(cost1 = sum(cost1, na.rm = T),
cost2 = sum(cost2, na.rm = T),
total = cost1 + cost2) %>%
adorn_totals(where = 'row') %>%
mutate(pct = cost1/total)
# `summarise()` has grouped output by 'customer'. You can override using the
# `.groups` argument.
# customer period cost1 cost2 total pct
# cust1 202201 5 10 15 0.3333333
# cust1 202202 5 10 15 0.3333333
# cust1 202203 5 10 15 0.3333333
# cust1 202204 5 10 15 0.3333333
# Total - 20 40 60 0.3333333