Robust Pipeline for 'VALD' 'ForceDecks' Data Extraction and Analysis R package vald.extractor version 0.1.1 Provides a robust and reproducible pipeline for extracting, cleaning, and analyzing athlete performance data generated by 'VALD' 'ForceDecks' systems. The package supports batch-oriented data processing for large datasets, standardized data transformation workflows, and visualization utilities for sports science research and performance monitoring. It is designed to facilitate reproducible analysis across multiple sports with comprehensive documentation and error handling. Software Imports: readxl, httr, jsonlite, data.table, ggplot2, dplyr, tidyr, stringr, lubridate, valdr, stats, utils Suggests: knitr, rmarkdown, testthat (>= 3.0.0) Praveen D Chougale <praveenmaths89@gmail.com> Comprehensive R Archive Network (CRAN) Praveen D Chougale [aut, cre], Usha Ananthakumar [aut] MIT + file LICENSE (https://CRAN.R-project.org/package=vald.extractor/LICENSE) 2026-02-01 application/tgz https://CRAN.R-project.org/package=vald.extractor doi:10.32614/CRAN.package.vald.extractor