treedata.table

treedata.table provides efficient data.table-based manipulation of phylogenetic comparative datasets to match phylogenetic trees with associated datasets, including those generated by next‑generation sequencing, for large-scale analyses.

Key Features:

• Integration with data.table: Wraps and extends data.table to expose specialized operations for phylogenetic comparative datasets.
• Efficient tree–data matching: Implements methods for matching phylogenetic tree structures with corresponding tabular datasets.
• Speed optimization: Accelerates data manipulation operations used in phylogenetic comparative analyses to handle large numbers of terminals.
• Reproducibility enhancement: Provides consistent syntax and methods tailored to phylogenetic data to support reproducible analyses.

Scientific Applications:

• Evolutionary biology: Enables comparative analyses across large phylogenies to study evolutionary patterns.
• Ecology: Supports ecological studies that integrate species-level datasets with phylogenetic trees.
• Genomics: Facilitates integration of phylogenies with datasets derived from next-generation sequencing for genomic-scale comparative studies.

Methodology:

Extends data.table by incorporating specialized data.table-based operations for efficient matching of phylogenetic tree structures with associated comparative datasets.