Robust Pipeline for 'VALD' 'ForceDecks' Data Extraction and Analysis
Add Age Variable to Dataset
Automated Sports Taxonomy Mapping
Robust Batch Extraction of VALD Trials
Retrieve Athlete Profiles and Group Assignments
Global Imports
Fix Missing or Incorrect Athlete Demographics
Pipe operator
Boxplot Comparison of Metrics by Sport, Sex, or Team
Time-Series Visualization of Performance Metrics
Generic Test-Type Splitting with Suffix Removal
Create Unified Athlete Metadata with Group Assignments
Dynamic Summary Table for Performance Metrics
Create Analysis-Ready Wide-Format Dataset
vald.extractor: Robust Pipeline for 'VALD' 'ForceDecks' Data Extractio...
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.
Useful links