I have the following data:
library(tidyverse)
d1 <- data_frame('Type' = "all types",
`1991` = c(1200),
`1992` = c(4000),
`1993` = c(6000),
`1994` = c(8000))
I would like to create a new row which is a calculation of each year. the calculation is the value -10%. So the data would look like this
d2 <- data_frame('Type' = "all types", "summary",
`1991` = c(1200, 1080),
`1992` = c(4000, 3600),
`1993` = c(6000, 5400),
`1994` = c(8000, 7200))
Now there is a new row, which is the value minus 10%. If the data was in another shape I could do this easily using mutate. However I would like to keep the short format.
Thanks
library(tidyverse)
d1 <- data_frame('Type' = "all types",
`1991` = c(1200),
`1992` = c(4000),
`1993` = c(6000),
`1994` = c(8000))
d1 %>%
mutate_if(is.numeric, ~.*0.9) %>%
rbind(d1) %>%
mutate(summary = "summary")
# # A tibble: 2 x 6
# Type `1991` `1992` `1993` `1994` summary
# <chr> <dbl> <dbl> <dbl> <dbl> <chr>
# 1 all types 1080 3600 5400 7200 summary
# 2 all types 1200 4000 6000 8000 summary
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