CODEWITHSUNDEEP
rr-xlsx
user1430763
user1430763

Reputation: 37

data type with read.xlsx in R

I am using xlsx library in R to read a excel sheet. I used the following command. My data are numeric/floats with NA for missing values and first column as name (string/character type). However, all the column are of type character and I could not find if I can somehow specify NA values as missing values. Any suggestions on how to deal with the issue?

df=read.xlsx(file0, sheetName = 'sheet1', as.data.frame = TRUE, 
             header = TRUE, use.value.labels=FALSE, stringsAsFactors=FALSE)

Upvotes: 2

Views: 3741

Answers (1)

cryo111
cryo111

Reputation: 4474

You can also try

df[]=lapply(df,type.convert,as.is=TRUE)

type.convert will attempt to find the appropriate class of each column and convert accordingly. Without the option as.is=TRUE it will convert the character columns to factors. It also handles NA strings. The default option na.strings="NA" should be ok for you.

Upvotes: 1

Related Questions