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dplyr

data-science

Grammar of data manipulation for R

450K/week → Stable

Features

datamanipulationfiltertransform

Pros and Cons

Ventajas

  • + Very readable syntax
  • + Intuitive verbs
  • + Pipe operator
  • + Very efficient
  • + Part of tidyverse

Desventajas

  • - Slow vs data.table
  • - Many dependencies

Use Cases

  • Data filtering
  • Dataframe transformation
  • Aggregations
  • Table joins
  • Data pipelines

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