KT_1 - 5 months ago 44

R Question

I have a dataframe, and I wish to round all of the numbers (ready for export). This must be straightforward, but I am having problems because some bits of the dataframe are not numeric numbers. For example I want to round the figures to the nearest whole number in the example below:

`ID = c("a","b","c","d","e")`

Value1 = c("3.4","6.4","8.7","1.1","0.1")

Value2 = c("8.2","1.7","6.4","1.9","10.3")

df<-data.frame(ID,Value1,Value2)

Can anyone help me out? I can round individual columns (e.g.,

`round(df$Value1, 2)`

Answer

First make sure your number columns are numeric:

```
ID = c("a","b","c","d","e")
Value1 = as.numeric(c("3.4","6.4","8.7","1.1","0.1"))
Value2 = as.numeric(c("8.2","1.7","6.4","1.9","10.3"))
df<-data.frame(ID,Value1,Value2, stringsAsFactors = FALSE)
```

Then, round only the numeric columns:

```
df[,-1] <-round(df[,-1],0) #the "-1" excludes column 1
df
ID Value1 Value2
1 a 3 8
2 b 6 2
3 c 9 6
4 d 1 2
5 e 0 10
```