For each group, I'm trying to get the top_n car_names to appear in a new column comma separated.
For example, when you run the code below you'll see the top 2 mpg cars per group (cyl). Next, I want to extract the top two cars (or more, if there is a tie) and store them together into a new column called car_summary.
mtcars2 %>%
select(mpg, cyl, car_name) %>%
group_by(cyl) %>%
mutate(Score = rank(mpg, ties.method = "max")) %>%
arrange(desc(Score)) %>% top_n(2,Score)
The expected output looks like below
cyl <- c(8,4,6)
car_summary <- c("Pontiac Firebird, Hornet Sportabout", "Toyota Corolla,
Fiat 128", "Hornet 4 Drive, Mazda RX4, Mazda RX4 Wag")
data.frame(cyl, car_summary)
cyl car_summary
1 8 Pontiac Firebird, Hornet Sportabout
2 4 Toyota Corolla, Fiat 128
3 6 Hornet 4 Drive, Mazda RX4, Mazda RX4 Wag
You need toString
from base R -
mtcars2 %>%
select(mpg, cyl, car_name) %>%
group_by(cyl) %>%
mutate(Score = rank(mpg, ties.method = "max")) %>%
arrange(desc(Score)) %>%
top_n(2,Score) %>%
summarize(car_summary = toString(car_name))
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