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In the data below I want to compute the following ratio tr(year)/(op(year) – op(year-1). I would appreciate an answer with dplyr.
year op tr cp
<chr> <dbl> <dbl> <dbl>
1 1984 10 39.1 38.3
2 1985 55 132. 77.1
3 1986 79 69.3 78.7
4 1987 78 47.7 74.1
5 1988 109 77.0 86.4
this is the expected output
year2 ratio
1 1985 2.933333
2 1986 2.887500
3 1987 -47.700000
4 1988 -2.483871
I do not manage to get to any result…
>Solution :
Use lag
:
library(dplyr)
df %>%
mutate(year = year,
ratio = tr / (op - lag(op)),
.keep = "none") %>%
tidyr::drop_na()
# year ratio
#2 1985 2.933333
#3 1986 2.887500
#4 1987 -47.700000
#5 1988 2.483871