COUNTIF Function in R
COUNTIF Function in R, As we know if we want to count the length of the vector we can make use of the length function. In case you want to count only the number of rows or columns that meet some criteria, Yes we can do it easily.
Basic syntax:
sum(df$column == value, na.rm=TRUE)
Let’s create a data frame for the COUNTIF Function in R.
data <- data.frame(Product=c("A", "A", "B", "B", "A"),
score=c(10, 12, 8, 17, 12),
value=c(18, 5, 15, 19, 10))
dataProduct score value 1 A 10 18 2 A 12 5 3 B 8 15 4 B 17 19 5 A 12 10
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Count Rows Equal to Some Value
Suppose if you want to count the number of rows where the product equal to “B”:
sum(data$Product == 'B') [1] 2
The following code executes the count, a number of rows where the product is equal to “B” or “A”:
sum(data$ Product == 'A' | data$ Product == 'B') [1] 5
The following code display how to count the number of rows where the product is not equal to “A”:
sum(data$ Product!= 'A') [1] 2
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Count Rows Greater or Equal to Some Value
The following code display the number of rows where the score is greater than 11:
sum(data$score > 11, na.rm=TRUE) [1] 3
The following code display the number of rows where the value is less than or equal to 10:
sum(data$value <= 10, na.rm=TRUE) [1] 2
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Count Rows Between Two Values
The following code displays the number of rows where the score is between 10 and 18:
sum(data$score > 10 & data$score < 18, na.rm=TRUE) [1] 3
Note:-You can make use of the %>% operator and count functions or direct count_if function.
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