Hi to all
I have CSV file with 11 columns and rows in it.
I read it into R as dataframe.
file1 <- read.csv("example-copy.csv", head = TRUE, sep =",",stringsAsFactors=F)
I want to extract rows with Names IND1 and IND3 with all the columns data. I tried with following code but i am not getting expected data and getting NA's.
Please found link to my example data here dropbox link to csv.
csv file
INDIVIDUAL,pop,M1,M2,M3,M4,M5,M6,M7,M8,M9
IND1,Aline,TT,CC,GG,GG,GG,CC,CC,TT,AA
IND2,Bline,TT,CC,GG,GG,GG,CC,AA,TT,AA
IND3,Rline,TT,GG,AA,GG,GG,TT,CC,CC,AA
IND4,Inbredline,TT,CC,AA,GG,GG,CC,CC,TT,AA
IND5,Bline,TT,CC,GG,GG,GG,CC,CC,TT,AA
expected results
INDIVIDUAL,pop,M1,M2,M3,M4,M5,M6,M7,M8,M9
IND1,Aline,TT,CC,GG,GG,GG,CC,CC,TT,AA
IND3,Rline,TT,GG,AA,GG,GG,TT,CC,CC,AA
and simple my code is here
file1 <- read.csv("reddy - Copy.csv", head = TRUE, sep =",",stringsAsFactors=F)
file2<-file1[c("IND1","IND3"),]
File2
I do not know where I went wrong in this code. Can any help me to solve this. any help in this regard will be highly appreciated
Thanks in advance
2 answers
Although not a bioinformatics Q (purely R programming), I'll give a hint
There are various way to subset a data.frame in R. Look here and digest them all as they will be extremely useful for you in future
https://www.statmethods.net/management/subset.html
In particular, you may want to try
mySubset <- file1[ file1$INDIVIDUAL %in% c("IND1", "IND3"), ]
Solution given below. However, this is not bioinformatics question.
dd <- readr::read_delim("example - Copy.csv" , delim = ",")
out <- dd %>% dplyr::filter(INDIVIDUAL %in% c("IND" ,"IND1"))
out
# A tibble: 2 x 11
INDIVIDUAL pop M1 M2 M3 M4 M5 M6 M7 M8 M9
<chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
1 IND1 Aline TT CC GG GG GG CC CC TT AA
2 IND1 Aline TT CC GG GG GG CC CC TT AA
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