Had a case like this. Tried to convert "mtcars" class from data.frame to data.table.
"mtcars" data:
> mtcars
mpg cyl disp hp drat wt qsec vs am gear carb
Mazda RX4 21.0 6 160.0 110 3.90 2.620 16.46 0 1 4 4
Mazda RX4 Wag 21.0 6 160.0 110 3.90 2.875 17.02 0 1 4 4
Datsun 710 22.8 4 108.0 93 3.85 2.320 18.61 1 1 4 1
Original class is "data.frame".
> str(mtcars)
'data.frame': 32 obs. of 11 variables:
$ mpg : num 21 21 22.8 21.4 18.7 18.1 14.3 24.4 22.8 19.2 ...
$ cyl : num 6 6 4 6 8 6 8 4 4 6 ...
$ disp: num 160 160 108 258 360 ...
$ hp : num 110 110 93 110 175 105 245 62 95 123 ...
$ drat: num 3.9 3.9 3.85 3.08 3.15 2.76 3.21 3.69 3.92 3.92 ...
$ wt : num 2.62 2.88 2.32 3.21 3.44 ...
$ qsec: num 16.5 17 18.6 19.4 17 ...
$ vs : num 0 0 1 1 0 1 0 1 1 1 ...
$ am : num 1 1 1 0 0 0 0 0 0 0 ...
$ gear: num 4 4 4 3 3 3 3 4 4 4 ...
$ carb: num 4 4 1 1 2 1 4 2 2 4 ...
Convert to data.table. Found the Column for car brands are gone. Why? How to retain the column of brands?
> mtcars2 <- data.table(mtcars)
> mtcars2
mpg cyl disp hp drat wt qsec vs am gear carb
1: 21.0 6 160.0 110 3.90 2.620 16.46 0 1 4 4
2: 21.0 6 160.0 110 3.90 2.875 17.02 0 1 4 4
3: 22.8 4 108.0 93 3.85 2.320 18.61 1 1 4 1
Would like to have a data.table with final data format as below -- having a NEW column name "Brands" for the first column of brands. How to code to add the column "Brands" from the original "mtcars" dataset?
Brands mpg cyl disp hp drat wt qsec vs am gear carb
Mazda RX4 21.0 6 160.0 110 3.90 2.620 16.46 0 1 4 4
Mazda RX4 Wag 21.0 6 160.0 110 3.90 2.875 17.02 0 1 4 4
Datsun 710 22.8 4 108.0 93 3.85 2.320 18.61 1 1 4 1
It's the rownames that are missing, not one of the columns.
If you want Brands as a column, the manual approach is:
data.table(Brands = rownames(mtcars), mtcars)
Alternately:
data.table(mtcars, keep.rownames = TRUE)
However, this does not make the resulting data.table have the old rownames, it just makes a column for them, called "rn". This is in the documentation, ?data.table
.
Alternately, modify the table in place, for DF = mtcars
:
setDT(DF, keep.rownames = "Brands")
Minor point: we cannot setDT(mtcars, ...)
, since mtcars
is a built-in table.
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