If you have used R’s
read.csv function, you will inevitably use the
stringsAsFactors=FALSE option. Roger Peng offers a brief history into why the default for stringAsFactors option is TRUE.
Alternatively, you can use the
read_csv function from the readr package by Hadley Wickham, which does not automatically convert characters to factors.