classify_sports         Automated Sports Taxonomy Mapping
fetch_vald_batch        Robust Batch Extraction of VALD Trials
fetch_vald_metadata     Retrieve Athlete Profiles and Group Assignments
patch_metadata          Fix Missing or Incorrect Athlete Demographics
plot_vald_compare       Boxplot Comparison of Metrics by Sport, Sex, or
                        Team
plot_vald_trends        Time-Series Visualization of Performance
                        Metrics
split_by_test           Generic Test-Type Splitting with Suffix Removal
standardize_vald_metadata
                        Create Unified Athlete Metadata with Group
                        Assignments
summary_vald_metrics    Dynamic Summary Table for Performance Metrics
