CODEWITHSUNDEEP
r
L55
L55

Reputation: 215

Delete rows with multiple conditions in R

I have tried to look through these examples https://www.datasciencemadesimple.com/delete-or-drop-rows-in-r-with-conditions-2/ Delete rows based on multiple conditions in r but its now working on my code

I seem to be able to delete all of station 7, or not delete any, but I only want to delete depth 1 and depth 2 of station 7 but keep depth 3. Is this possible?

 Station <- c(1, 1, 1, 2, 2, 2, 3, 3, 3, 4, 4, 4, 5, 5, 5, 6, 6, 6, 7, 7,7,8, 8, 8, 9, 9,9)
 Depth <- c(1, 2, 3, 1, 2, 3,1, 2, 3,1, 2, 3,1, 2, 3,1, 2, 3,1, 2, 3,1, 2, 3,1, 2, 3)
 Value <- c(5, 8, 3, 2, 6, 8, 3, 6, 3, 8, 3, 5, 7, 2, 6, 9, 1, 3, 456, 321, 2, 5, 7, 4, 2, 6, 8)

 df <- data.frame(Station, Depth, Value)
 df

 a <- df[!(df$Station == 7 & df$Depth == 1 ) | !(df$Station == 7  & df$Depth == 2 ),] 
  a

Upvotes: 0

Views: 2629

Answers (2)

Ronak Shah
Ronak Shah

Reputation: 388862

Here are couple of ways to write this -

subset(df, !(Station == 7 & Depth %in% 1:2))

Or -

subset(df, Station != 7 | Station == 7 & Depth == 3)

The same expression can also be used in dplyr::filter if you prefer that.

Upvotes: 1

Peace Wang
Peace Wang

Reputation: 2419

Try

a <- df[!( (df$Station == 7 & df$Depth == 1 ) | (df$Station == 7  & df$Depth == 2 )),] 
a

or more compact one

a <- df[!( df$Station == 7 & (df$Depth == 1  |  df$Depth == 2 )),] 
a

Upvotes: 2

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