Package: vald.extractor 0.1.1
vald.extractor: Robust Pipeline for 'VALD' 'ForceDecks' Data Extraction and Analysis
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.
Authors:
vald.extractor_0.1.1.tar.gz
vald.extractor_0.1.1.zip(r-4.7)vald.extractor_0.1.1.zip(r-4.6)vald.extractor_0.1.1.zip(r-4.5)
vald.extractor_0.1.1.tgz(r-4.6-any)vald.extractor_0.1.1.tgz(r-4.5-any)
vald.extractor_0.1.1.tar.gz(r-4.7-any)vald.extractor_0.1.1.tar.gz(r-4.6-any)
vald.extractor_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
vald.extractor/json (API)
NEWS
| # Install 'vald.extractor' in R: |
| install.packages('vald.extractor', repos = c('https://praveenmaths89.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/praveenmaths89/vald.extractor/issues
Last updated from:4e392e1ee3. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 162 | ||
| source / vignettes | OK | 195 | ||
| linux-release-x86_64 | OK | 149 | ||
| macos-release-arm64 | OK | 93 | ||
| macos-oldrel-arm64 | OK | 106 | ||
| windows-devel | OK | 100 | ||
| windows-release | OK | 105 | ||
| windows-oldrel | OK | 92 | ||
| wasm-release | OK | 134 |
Exports:%>%classify_sportsfetch_vald_batchfetch_vald_metadatapatch_metadataplot_vald_compareplot_vald_trendssplit_by_teststandardize_vald_metadatasummary_vald_metrics
Dependencies:askpassbase64encbitbit64cellrangerclicliprcpp11crayoncurldata.tabledplyrfarverfilelockgenericsggplot2gluegtablehmshttrisobandjsonlitekeyringlabelinglifecyclelubridatemagrittrmimeopensslpillarpkgconfigprettyunitsprogresspurrrR6RColorBrewerreadrreadxlrematchrlangS7scalesstringistringrsystibbletidyrtidyselecttimechangetzdbutf8valdrvctrsviridisLitevroomwithryaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Automated Sports Taxonomy Mapping | classify_sports |
| Robust Batch Extraction of VALD Trials | fetch_vald_batch |
| Retrieve Athlete Profiles and Group Assignments | fetch_vald_metadata |
| Fix Missing or Incorrect Athlete Demographics | patch_metadata |
| Boxplot Comparison of Metrics by Sport, Sex, or Team | plot_vald_compare |
| Time-Series Visualization of Performance Metrics | plot_vald_trends |
| Generic Test-Type Splitting with Suffix Removal | split_by_test |
| Create Unified Athlete Metadata with Group Assignments | standardize_vald_metadata |
| Dynamic Summary Table for Performance Metrics | summary_vald_metrics |
