I have an identifier variable with 20 digits. After I read the data in R, it will change to scientific notation, and then if I write the same identifier to the csv file, the ID value will change.
For example, when you run the code below, the x value should be specified as " 12345678912345678912 ", but it will print " 12345678912345679872 ":
The code:
options(scipen=999)
x <- 12345678912345678912
print (x)
Conclusion:
[1] 12345678912345679872
My questions:
1) Why is this happening?
2) How to fix this problem?
I know this has to do with storing data types in R, but still I think there must be some way to deal with this problem. I hope I understand this question clearly.
I do not know if this question was asked or not, so point to the link if its duplicate. I will delete this message
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