Metaprogramming tools for DataFrames.jl objects to provide more convenient syntax. DataFrames.jl has the functions select, transform, and combine, as well as the in-place select! and transform! for manipulating data frames. DataFramesMeta.jl provides the macros @select, @transform, @combine, @select!, and @transform! to mirror these functions with more convenient syntax. Inspired by dplyr in R and LINQ in C#.

Features

  • To reference columns inside DataFramesMeta macros, use Symbols
  • Examples available
  • Column selections and transformations
  • Summarize, or collapse, a grouped data frame by performing transformations at the group level
  • Sort rows in a DataFrame by values in one of several columns or a transformation of columns
  • Rename columns in a data frame using the keyword argument-like syntax

Project Samples

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License

MIT License

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Additional Project Details

Programming Language

Julia

Related Categories

Julia Data Visualization Software

Registered

2023-11-08