Lecture 4 - Data Manipulation Basics

Summary

Data manipulation basics (Single Dataset)

flowchart TD
  A((dplyr)) --> AA{{selection}}
  AA -->|columns|AAA(select):::api
  AA -->|rows|AAB(filter):::api
  A -->AB{{transformation}}
  AB -->|columns|ABA(mutate):::api
  AB -->|rows|ABB(arrange):::api
  A -->AC{{aggregation}}
  AC -->ACA(summarize):::api
  ACA --o ACAA(group_by):::api
  classDef api fill:#f96,color:#fff