Follow

Keep Up to Date with the Most Important News

By pressing the Subscribe button, you confirm that you have read and are agreeing to our Privacy Policy and Terms of Use
Contact

Create new column based on count of occurrences based on conditions

I want to create a new column based on the count of scores that are >= 3 according to the date.

For example, for dates that have multiple occurrences such as 2020-12-07, there is only 1 score that is >= 3, so the value for the new column num_greater_than_3 is 1 for both of the 2020-12-07 dates.

original:

MEDevel.com: Open-source for Healthcare and Education

Collecting and validating open-source software for healthcare, education, enterprise, development, medical imaging, medical records, and digital pathology.

Visit Medevel

ID <- c(1,1,1,1,1,1,1,1,1)
date <- c("2020-12-02","2020-12-03","2020-12-04","2020-12-05","2020-12-06","2020-12-07","2020-12-07,"2020-12-08","2020-12-08)
score <- c(2,5,2,2,3,3,1,1,3)
a <- data.frame(ID,date,score)

desired:

ID <- c(1,1,1,1,1,1,1,1,1)
date <- c("2020-12-02","2020-12-03","2020-12-04","2020-12-05","2020-12-06","2020-12-07","2020-12-07,"2020-12-08","2020-12-08)
score <- c(2,5,2,2,3,3,1,1,3)
num_score_greater_than_3 <- (0,1,0,0,1,1,1,1,1)
a <- data.frame(ID,date,score,num_score_greater_than_3)

I appreciate all the help there is! Thanks!

>Solution :

I assume you want greater than or equal to 3:

library(dplyr)

a %>% 
  group_by(date) %>%
  mutate(num_score_greater_than_3=sum(score>=3))

     ID date       score num_score_greater_than_3
  <dbl> <fct>      <dbl>                    <int>
1     1 2020-12-02     2                        0
2     1 2020-12-03     5                        1
3     1 2020-12-04     2                        0
4     1 2020-12-05     2                        0
5     1 2020-12-06     3                        1
6     1 2020-12-07     3                        1
7     1 2020-12-07     1                        1
8     1 2020-12-08     1                        1
9     1 2020-12-08     3                        1
Add a comment

Leave a Reply

Keep Up to Date with the Most Important News

By pressing the Subscribe button, you confirm that you have read and are agreeing to our Privacy Policy and Terms of Use

Discover more from Dev solutions

Subscribe now to keep reading and get access to the full archive.

Continue reading