[R] Reading CSV file with unequal record length
Viswanathan Shankar
viswanat at email.unc.edu
Wed Jul 2 20:55:03 CEST 2008
Hello ,
I am having some difficulty reading a CSV file of unequal record length
in R . The data has 26 columns and do not have header and is generated
from a R syntax -
write.table(schat,"schat.csv", sep=",", col.names=FALSE, append = TRUE)
1.0,1.0,0.0,0.1,0.1,0.1,0.2,0.2,0.3,0.3,0.4,0.4,0.5,0.6,0.7,0.8,0.9,1.0,1.2,1.5,1.9,2.7,,,,
1.0,2.0,0.0,0.1,0.1,0.2,0.2,0.3,0.3,0.4,0.5,0.5,0.6,0.7,0.8,0.9,1.1,1.2,1.4,1.6,1.9,2.2,2.7,,,
1.0,3.0,0.0,0.1,0.1,0.2,0.2,0.3,0.4,0.4,0.5,0.6,0.7,0.8,1.0,1.2,1.4,1.7,2.1,3.1,5.0,,,,,
1.0,4.0,0.0,0.1,0.1,0.2,0.2,0.3,0.3,0.4,0.5,0.6,0.7,0.7,0.9,1.0,1.2,1.4,1.7,2.2,3.0,,,,,
1.0,5.0,0.0,0.1,0.1,0.2,0.2,0.3,0.4,0.4,0.5,0.6,0.7,0.8,0.9,1.0,1.2,1.4,1.6,1.9,2.4,3.3,,,,
1.0,6.0,0.0,0.1,0.1,0.1,0.2,0.2,0.3,0.4,0.4,0.5,0.6,0.7,0.8,0.9,1.1,1.3,1.7,2.1,3.4,,,,,
1.0,7.0,0.0,0.1,0.1,0.2,0.3,0.3,0.4,0.5,0.5,0.6,0.7,0.8,0.9,1.1,1.2,1.4,1.7,2.0,2.5,3.3,5.5,,,
1.0,8.0,0.0,0.1,0.1,0.2,0.2,0.2,0.3,0.4,0.4,0.5,0.6,0.6,0.7,0.8,0.9,1.0,1.2,1.3,1.5,1.7,2.0,2.3,2.8,4.2
1.0,9.0,0.0,0.1,0.1,0.1,0.2,0.2,0.3,0.4,0.4,0.5,0.6,0.7,0.8,0.9,1.0,1.2,1.4,1.6,1.9,2.2,2.9,4.2,,
1.0,10.0,0.0,0.1,0.1,0.2,0.2,0.3,0.3,0.4,0.5,0.6,0.8,1.0,1.3,1.6,2.4,3.6,6.0,,,,,,,
when I use the following syntax to read the above written data
schat_n<-data.frame(read.table("schat.csv", sep=",", header = FALSE,
fill=TRUE))
the data is fine until record # 7 but it gets wrapped on id 8 & 9 and
limits the column to 23 and remaining values are made into second record
as shown below with 12 records instead 10
1.0,1.0,1.0,0.0,0.1,0.1,0.1,0.2,0.2,0.3,0.3,0.4,0.4,0.5,0.6,0.7,0.8,0.9,1.0,1.2,1.5,1.9,2.7,NA
2.0,1.0,2.0,0.0,0.1,0.1,0.2,0.2,0.3,0.3,0.4,0.5,0.5,0.6,0.7,0.8,0.9,1.1,1.2,1.4,1.6,1.9,2.2,2.7
3.0,1.0,3.0,0.0,0.1,0.1,0.2,0.2,0.3,0.4,0.4,0.5,0.6,0.7,0.8,1.0,1.2,1.4,1.7,2.1,3.1,5.0,NA,NA
4.0,1.0,4.0,0.0,0.1,0.1,0.2,0.2,0.3,0.3,0.4,0.5,0.6,0.7,0.7,0.9,1.0,1.2,1.4,1.7,2.2,3.0,NA,NA
5.0,1.0,5.0,0.0,0.1,0.1,0.2,0.2,0.3,0.4,0.4,0.5,0.6,0.7,0.8,0.9,1.0,1.2,1.4,1.6,1.9,2.4,3.3,NA
6.0,1.0,6.0,0.0,0.1,0.1,0.1,0.2,0.2,0.3,0.4,0.4,0.5,0.6,0.7,0.8,0.9,1.1,1.3,1.7,2.1,3.4,NA,NA
7.0,1.0,7.0,0.0,0.1,0.1,0.2,0.3,0.3,0.4,0.5,0.5,0.6,0.7,0.8,0.9,1.1,1.2,1.4,1.7,2.0,2.5,3.3,5.5
8.0,1.0,8.0,0.0,0.1,0.1,0.2,0.2,0.2,0.3,0.4,0.4,0.5,0.6,0.6,0.7,0.8,0.9,1.0,1.2,1.3,1.5,1.7,2.0
9.0,2.3,2.8,4.2,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
10.0,1.0,9.0,0.0,0.1,0.1,0.1,0.2,0.2,0.3,0.4,0.4,0.5,0.6,0.7,0.8,0.9,1.0,1.2,1.4,1.6,1.9,2.2,2.9
11.0,4.2,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
12.0,1.0,10.0,0.0,0.1,0.1,0.2,0.2,0.3,0.3,0.4,0.5,0.6,0.8,1.0,1.3,1.6,2.4,3.6,6.0,NA,NA,NA,NA
I would like the dataset to be read as is with 10 records and 26
columns, any inputs to get this fixed is greatly appreciable.
Thank you in advance.
Shankar
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