If you want to view a large data.frame with a large number of columns in R, you will only see first several columns in the UI. After reading this post, I found that if using utils::View(your_data_frame) , you can view all the columns in a new window.
Reference:
http://stackoverflow.com/questions/19341853/r-view-does-not-display-all-columns-of-data-frame