[r] Count number of vector values in range with R

In R, if you test a condition on a vector instead of a scalar, it will return a vector containing the result of the comparison for each value in the vector. For example...

> v <- c(1,2,3,4,5)
> v > 2
[1] FALSE FALSE  TRUE  TRUE  TRUE

In this way, I can determine the number of elements in a vector that are above or below a certain number, like so.

> sum(v > 2)
[1] 3
> sum(v < 2)
[1] 1

Does anyone know how I can determine the number of values in a given range? For example, how would I determine the number of values greater than 2 but less than 5?

This question is related to r vector comparison

The answer is


Try

> sum(v > 2 & v < 5)

There are also the %<% and %<=% comparison operators in the TeachingDemos package which allow you to do this like:

sum( 2 %<% x %<% 5 )
sum( 2 %<=% x %<=% 5 )

which gives the same results as:

sum( 2 < x & x < 5 )
sum( 2 <= x & x <= 5 )

Which is better is probably more a matter of personal preference.


Use which:

 set.seed(1)
 x <- sample(10, 50, replace = TRUE)
 length(which(x > 3 & x < 5))
 # [1]  6

Examples related to r

How to get AIC from Conway–Maxwell-Poisson regression via COM-poisson package in R? R : how to simply repeat a command? session not created: This version of ChromeDriver only supports Chrome version 74 error with ChromeDriver Chrome using Selenium How to show code but hide output in RMarkdown? remove kernel on jupyter notebook Function to calculate R2 (R-squared) in R Center Plot title in ggplot2 R ggplot2: stat_count() must not be used with a y aesthetic error in Bar graph R multiple conditions in if statement What does "The following object is masked from 'package:xxx'" mean?

Examples related to vector

How to plot vectors in python using matplotlib How can I get the size of an std::vector as an int? Convert Mat to Array/Vector in OpenCV Are vectors passed to functions by value or by reference in C++ Why is it OK to return a 'vector' from a function? Append value to empty vector in R? How to initialize a vector with fixed length in R How to initialize a vector of vectors on a struct? numpy matrix vector multiplication Using atan2 to find angle between two vectors

Examples related to comparison

Wildcard string comparison in Javascript How to compare two JSON objects with the same elements in a different order equal? Comparing strings, c++ Char Comparison in C bash string compare to multiple correct values Comparing two hashmaps for equal values and same key sets? Comparing boxed Long values 127 and 128 Compare two files report difference in python How do I fix this "TypeError: 'str' object is not callable" error? Compare cell contents against string in Excel