[R] read.delim problem with trailing spaces
Uwe Ligges
ligges at statistik.uni-dortmund.de
Thu Oct 7 20:00:37 CEST 2004
Michael Friendly wrote:
> I'm trying to read a comma delimited dataset that uses '.' for NA. I
> found that if the last field on a line was a missing '.'
> it was not read as NA, but just a '.', and the life variable was made a
> factor. The data looks like this,
>
> income,imr,region,oilexprt,imr80,gnp80,life
> Afghanistan,75,400.0,4,0,185.0,.,37.5
> Algeria,400,86.3,2,1,20.5,1920,50.7
> Argentina,1191,59.6,1,0,40.8,2390,67.1
> Australia,3426,26.7,4,0,12.5,9820,71.0
> Austria,3350,23.7,3,0,14.8,10230,70.4
> Bangladesh,100,124.3,4,0,139.0,120,.
> Belgium,3346,17.0,3,0,11.2,12180,70.6
> Benin,81,109.6,2,0,109.6,300,.
> Bolivia,200,60.4,1,0,77.3,570,49.7
> Brazil,425,170.0,1,0,84.0,2020,60.7
> Britain,2503,17.5,3,0,12.6,7920,72.0
> Burma,73,200.0,4,0,195.0,180,42.3
> ...
>
> and I used
> > nations <-
> read.delim("~/sasuser/data/nations2.dat",na.strings=".",row.name=1,sep=",",header=TRUE)
You need to specify the argument
strip.white = TRUE
BTW: Do you know that R-2.0.0 has been release?
Uwe
>
>> nations[1:10,]
>
> income imr region oilexprt imr80 gnp80 life
> Afghanistan 75 400.0 4 0 185.0 NA 37.5
> Algeria 400 86.3 2 1 20.5 1920 50.7
> Argentina 1191 59.6 1 0 40.8 2390 67.1
> Australia 3426 26.7 4 0 12.5 9820 71.0
> Austria 3350 23.7 3 0 14.8 10230 70.4
> Bangladesh 100 124.3 4 0 139.0 120 .
> Belgium 3346 17.0 3 0 11.2 12180 70.6
> Benin 81 109.6 2 0 109.6 300 .
> Bolivia 200 60.4 1 0 77.3 570 49.7
> Brazil 425 170.0 1 0 84.0 2020 60.7
>
>> summary(nations$life)
>
> . 27.0 31.6 32.0 32.6 34.5 35.0 36.0 36.7 36.9 37.1 37.2 37.5 38.5
> 38.8 40.5
> 2 1 1 1 1 1 2 1 1 1 1 1 1 3
> 1 1
> 40.6 41.0 41.2 42.3 43.5 43.7 44.9 45.1 46.8 47.5 47.6 49.0 49.7 49.9
> 50.0 50.5
> 1 6 1 4 1 1 1 1 1 3 1 3 1 1
> 2 1
>
>
> After much hair-pulling, I discovered that the data lines for Bangladesh
> and Benin contained a trailing space after the '.'. Removing those made
> the problem go away, but that shouldn't happen and I wonder if this is
> still a potential problem for others. I'm using R 1.8.1.
>
> -Michael
>
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