535 14 2706 2 9622 document 2706 PlayerLoad_Pipeline.m text/plain 8ad1d1837a9d5e5713444b8b2a9eff4b MD5 42848 2026-04-09 19:11:17 https://bordar.bournemouth.ac.uk/535/1/PlayerLoad_Pipeline.m 535 1 1 text/plain text Matlab Code for Player Load calculations en public cc_by_nd_4
PlayerLoad_Pipeline.m
full_archive 2707 2 9626 document 2707 AllFigures.m text/plain 65524b89af79efa6a6c520fa8cda3905 MD5 34647 2026-04-09 19:15:22 https://bordar.bournemouth.ac.uk/535/2/AllFigures.m 535 2 2 text/plain text Generate all figures en public cc_by_nd_4
AllFigures.m
full_archive archive 756 disk0/00/00/05/35 2026-04-29 09:23:50 2026-04-29 09:24:13 2026-04-29 09:23:50 data_collection show Callaway Andrew acallaway@bournemouth.ac.uk Ellis Shelley sellis@bournemouth.ac.uk Williams Jonathan jwilliams@bournemouth.ac.uk Player Load Equation Comparison - Analysis Pipeline pub fac_hems Football, Player Load, Soccer, Fatigue MATLAB code supporting: Not All Player Load Equations Are Equivalent: Formula Choice Alters Load Magnitude and Interpretation in Elite Football (Callaway, Ellis & Williams). This repository contains 1) the complete analysis pipeline used to process optical positional tracking data from the 2022 FIFA World Cup and compare eleven player load equations across four signal-processing conditions. and 2) code for generating figures from those data. Starting from raw PFF Sports JSONL tracking files, the pipeline extracts XY coordinates, derives acceleration using a central finite-difference scheme, applies Butterworth and Kalman smoothing conditions, accumulates all eleven equations per player-match observation, and produces the descriptive statistics, Bland-Altman agreement analyses, conversion coefficients, and rank-order comparisons reported in the manuscript. Requirements: MATLAB R2020b or later, Signal Processing Toolbox. Input: PFF Sports JSONL tracking files and event JSON files (not included; available from PFF Sports: https://www.blog.fc.pff.com/blog/pff-fc-release-2022-world-cup-data ). Output: Per-player-match load values for all eleven equations, Bland-Altman statistics, pairwise conversion coefficients, and all manuscript figures. 2026-04-29 published Bournemouth University 10.18746/bmth.data.00000535 Processing Code bordar@bournemouth.ac.uk Author Callaway Andrew acallaway@bournemouth.ac.uk Data processing for data from PFF Sports: https://www.blog.fc.pff.com/blog/pff-fc-release-2022-world-cup-data 2026-02-01 2026-03-30