In this chapter we’ll cover DataFramesMeta.jl
, a package that uses convenient data wrangling syntax translating to DataFrames.jl
commands. The syntax is similar to the dplyr
package from R’s tidyverse. Compared to using pure DataFrames.jl
, DataFramesMeta.jl
commands are typically more convenient to write and more similar to dplyr
which makes DataFramesMeta.jl
particularly suitable for people familiar with the R programming language.
A major advantage of DataFramesMeta.jl
is that, contrary to dplyr
, there are fewer commands that you need to learn. Specifically we’ll cover 6 commands:
@select
: column selection@transform
: column transformation@subset
: row selection@orderby
: row sorting@combine
: data summaries@chain
: piping operations