DFplyr

DFplyr provides dplyr verbs supporting S4Vectors::DataFrame objects without conversion to an intermediate tibble.

Key Features:

• dplyr Verb Support: Implements dplyr verbs including mutate, select, and filter for S4Vectors::DataFrame objects.
• Direct DataFrame Operation: Processes DataFrame objects without intermediate conversion to tibble format.
• Grouping Infrastructure: Adds grouping infrastructure to DataFrame that is respected by transformation verbs.

Scientific Applications:

• Bioconductor Data Manipulation: Enables tidyverse-style data manipulation workflows on Bioconductor S4Vectors::DataFrame objects.

Methodology:

Provides dplyr verbs as a backend for S4Vectors::DataFrame objects with direct operation avoiding tibble conversion, and implements grouping infrastructure respected by transformation verbs.