Fread R. If you are new to magrittr the best place to start is the pipes chapter in R for data science Installation # The easiest way to get magrittr is to install the whole tidyverse installpackages (“tidyverse”) # Alternatively install just magrittr installpackages (“magrittr”) # Or the development version from GitHub # installpackages(“devtools”) devtools install_github (“tidyverse.

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In other words specifically load the datatable package and thus save me the step of having to use the datatablefread()Doing this is actually a big nono in R packages as using a library() in an R function can globally effect the availability of functions To reiterate.

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Implementation in R The Dataset Big Mart dataset consists of 1559 products across 10 stores in different cities Certain attributes of each product and store have been defined It consists of 12 features ie Item_Identifier( is a unique product ID assigned to every distinct item) Item_Weight(includes the weight of the product) Item_Fat_Content(describes.

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fread() reads up to length bytes from the file pointer referenced by streamReading stops as soon as one of the following conditions is met length bytes have been read EOF (end of file) is reached a packet becomes available or the socket timeout occurs (for network streams) if the stream is read buffered and it does not represent a plain file at most one read of up to a.

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file A character file name or URI raw vector an Arrow input stream or a FileSystem with path (SubTreeFileSystem)If a file name or URI an Arrow InputStream will be opened and closed when finished If an input stream is provided it will be left open col_select A character vector of column names to keep as in the “select” argument to datatablefread() or a tidy selection.