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А ведь существует уже программа для анализа: https://www.goldencheetah.org/
Import all popular file formats
TrainingPeaks (WKO, PWX)
PowerTap (RAW, CSV)
Garmin / ANT+ (FIT, FIT 2.0)
SportTracks (FITLOG)
Ambit (SML)
Sigma (SLF, SMF)
Ergomo (CSV)
Google Earth (KML)
Garmin (TCX, GPX)
Polar (HRM)
SRMWin (SRM)
Computrainer (TXT)
iBike (CSV)
MotoACTV (CSV)
Hrv4Training and EliteHRV (HRV)
Row Perfect (RP3)
Forensic Ride Analysis
Multiple charts to examine and analyse ride and interval data including:
Critical Power Modelling
Embedded Python and R
Performance Plot
Stress Plot
Pedal Force/Velocity
Histogram
2d and 3d scatter
HR v Power
Map (Google / OSM)
Aerolab
Edit, Search and Export Data
Advanced data editor with undo, redo
Automatic anomaly detection
Fix tools for GPS, Spikes, Torque
Advanced interval find, free-text search, data filters and search for values
Export data to other applications and formats including; PWX, CSV, KML, TCX and JSON
Анализ данных виртуальных велотренировок