Infinity is the concept of something unlimited, endless, without boundary in mathematics. In math, infinity is a concept that refers to an endless quantity that’s larger than every real number. Infinity can appear if you divide any number by 0 in mathematics.
Types of Infinity in R
There are two types of infinity in R.
- Positive Infinity(Inf)
- Negative Infinity(-Inf)
The Inf and -Inf are positive and negative infinity, whereas NaN means ‘Not a Number’.
Let’s see how we can create an infinity in R.
data <- 21 div <- data / 0 div
You can see that R correctly tells you the result is Inf or infinity. The Negative infinity is shown as -Inf.
How to Handle Infinity in R
To handle the infinity in R, use one of the following functions.
is.finite() in R
The is.finite() function returns the vector of the same length as input x, the jth element of which is TRUE if x[j] is finite.
data <- 21 div <- data / 0 is.finite(div)
It returns FALSE because the div is infinity and is.infinity() function returns FALSE if the element is infinity. So this is one way to check the value is infinity or not.
is.infinite() in R
The is.infinite() is a built-in R function that returns TRUE if the element is infinity; otherwise, it will not.
data <- 21 div <- data / 0 is.infinite(div)
As you can see that the div has an infinity value that is why it returns TRUE.
Dealing with undefined outcomes in R
What if you divide infinity by infinity. Let’s explore that scenario.
div <- Inf / Inf div
As you can see that if you divide the Inf by Inf, then it will return NaN.
If you divide 0 by o, then also you will get NaN.
div <- 0 / 0 div
To check the NaN value in R, use the is.nan() function.
That is it for infinity in the R tutorial.