Quickly reading very large tables as dataframes

An update, several years later This answer is old, and R has moved on. Tweaking read.table to run a bit faster has precious little benefit. Your options are: Using vroom from the tidyverse package vroom for importing data from csv/tab-delimited files directly into an R tibble. See Hector’s answer. Using fread in data.table for importing … Read more