How to merge two rows and form new columns?

user_19035793 0
Viewed 25

I want to merge two rows in my dataset and create new columns according to the requirement.

Here's the dataset:

enter image description here

I want to merge the two rows of same area_name and date_reported and form some new columns for new_cases and old_cases.

library(dplyr)

df %>% group_by(area_name, date_reported) %>% summarise(date_reported =  date_reported, 
area_name = area_name, area_code = area_code, newcase= , oldcase= )

View(df)
r
1 Answers

You would want to pivot_wider:

library(tidyr)

df |> 
  pivot_wider(c(date_reported, area_name, area_code), names_from = "metric")

Output:

# A tibble: 2 × 5
  date_reported area_name area_code new_cases cum_cases
          <dbl>     <dbl>     <dbl>     <dbl>     <dbl>
1             1         1         1        37      1685
2             2         2         2        45     11044

Toy data:

df <- tibble(date_reported = c(1,1,2,2),
             area_name = c(1,1,2,2),
             area_code = c(1,1,2,2),
             metric = rep(c("new_cases", "cum_cases"), 2),
             value = c(37, 1685, 45, 11044))
user_47864660
Related