Hey,
I have a data set of 1.20MB. I used read.table( ) to read in the data and then tried to convert it to geodata type. But it failed and I got "Error in vector("double", length) : cannot allocate vector of length 1351974000" message.
All the commands I used were:

    rawdata<-read.table(file=" ")
   datag<-as.geodata(rawdata)

BTW, what is the biggest origin data size as.geodata( ) can convert? 
Thanks!

Yaqing Gu

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