This function normalizes the values in a vector to the range [new_min, new_max] based on their original range [old_min, old_max].

This function normalizes the values in a vector to the range [new_min, new_max] based on their original range [old_min, old_max].

Usage

normalize(x_vector, old_min, old_max, new_min, new_max)

Arguments

x_vector

A numeric vector that you want to normalize.

old_min

The minimum value in the original scale of the data.

old_max

The maximum value in the original scale of the data.

new_min

The minimum value in the new scale to which you want to normalize the data.

new_max

The maximum value in the new scale to which you want to normalize the data.

Value

A numeric vector with the normalized values.

Examples

normalize(c(1, 2, 3, 4, 5), 1, 5, 0, 1)
#> [1] 0.00 0.25 0.50 0.75 1.00