I'm new to R and I've been trying to multiply and replace certain values in my data frame with no success. Basically, what I want to do is that when a value from my df (any column) is 0 < x < 1, multiplicate it by 10 and then replace that value with the result of this equation.
A glimpse to my df just in case...
'data.frame': 404 obs. of 15 variables:
$ D3: num 16.1 17.1 16.1 16.1 17.2 ...
$ TH : num 9.9 8.6 9.7 7.7 7.6 7.6 8.7 9.8 9.8 7.7 ...
$ D2 : num 33.3 29.3 30.3 29.3 33.3 ...
$ D1 : num 15.1 14.1 21.1 16.1 19.1 ...
$ P : num 20.7 14.1 19.2 18.2 12.1 ...
$ D5 : num 9.9 11.1 11.9 11.1 11.1 ...
$ D13: num 13.1 14.1 13.1 13.8 12.9 ...
$ D7 : num 11.8 11.1 12.1 14.1 12.1 ...
$ D16: num 12.9 12.1 12.9 11.1 12.9 12
For example, if a value from my data frame is 0.15 I want it to be 15.
An option would be to create a logical matrix based on the expression. Extract the values from the dataset, multiply by 10 and update the results
i1 <- df1 >0 & df1 < 1
df1[i1] <- df1[i1] * 10
Or with replace if we don't want to replace the initial object
df2 <- replace(df1, i1, df1[i1] * 10)
A tidyverse option with some additional checks for type of the column would be
library(dplyr)
df1 %>%
mutate_if(is.numeric, ~ case_when(between(., 0, 1) ~ . * 10, TRUE ~ .))