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// C:\Code\TcxStatsCalculator\Data\PF 08-05-25.tcx
// C:\Code\TcxStatsCalculator\Data\PF 08-07-25.tcx
using System;
using System.Collections.Generic;
using System.Globalization;
using System.IO;
using System.Linq;
using System.Xml.Linq;
namespace TcxStatsCalculator
{
class Program
{
static void Main(string[] args)
{
Console.WriteLine("Enter path to TCX file:");
string path = Console.ReadLine();
if (!File.Exists(path))
{
Console.WriteLine("File not found.");
return;
}
try
{
var (heartRates, cadences, powers, speeds, times, distances, altitudes) = ParseTcx(path);
PrintStats("Heart Rate", heartRates, "bpm");
PrintStats("Cadence", cadences, "rpm");
PrintStats("Power", powers, "watts");
// Calculate average speed using total distance / total time
double avgSpeed = CalculateAverageSpeed(times, distances); // mph
var segmentSpeeds = CalculateSegmentSpeeds(times, distances, 5.0);
if (avgSpeed > 0 && segmentSpeeds.Count > 0)
{
double speedStdDev = StdDev(segmentSpeeds);
Console.WriteLine($"Speed: Avg = {avgSpeed:F2} mph, StdDev = {speedStdDev:F2} mph (n={segmentSpeeds.Count})");
}
else
{
Console.WriteLine("Speed: No data");
}
// Calculate and display segment speeds, ignoring segments < 5 mph
if (segmentSpeeds.Count > 0)
{
////Console.WriteLine("\nSegment Speeds (mph, ignoring < 5 mph):");
////for (int i = 0; i < segmentSpeeds.Count; i++)
////{
//// Console.WriteLine($" Segment {i + 1}: {segmentSpeeds[i]:F2} mph");
////}
double segAvg = segmentSpeeds.Average();
double segStd = StdDev(segmentSpeeds);
Console.WriteLine($"\nSegment Speed Stats: Avg = {segAvg:F2} mph, StdDev = {segStd:F2} mph, Min = {segmentSpeeds.Min():F2} mph, Max = {segmentSpeeds.Max():F2} mph");
}
else
{
Console.WriteLine("No segment speeds >= 5 mph could be calculated.");
}
// Calculate and display total elevation change in feet
double totalElevationChangeFeet = CalculateTotalElevationChangeInFeet(altitudes);
Console.WriteLine($"\nTotal Elevation Change: {totalElevationChangeFeet:F2} feet");
// Calculate and display time spent in each power group
var powerGroupTimes = CalculatePowerGroupTimes(times, powers);
Console.WriteLine("\nTime Spent in Power Groups:");
foreach (var kvp in powerGroupTimes)
{
string groupLabel = kvp.Key;
TimeSpan ts = TimeSpan.FromSeconds(kvp.Value);
Console.WriteLine($" {groupLabel} W: {ts:hh\\:mm\\:ss}");
}
}
catch (Exception ex)
{
Console.WriteLine($"Error: {ex.Message}");
}
}
static (List<double> heartRates, List<double> cadences, List<double> powers, List<double> speeds, List<DateTime> times, List<double> distances, List<double> altitudes)
ParseTcx(string path)
{
var doc = XDocument.Load(path);
XNamespace ns = "http://www.garmin.com/xmlschemas/TrainingCenterDatabase/v2";
XNamespace ns_ext = "http://www.garmin.com/xmlschemas/ActivityExtension/v2";
var trackpoints = doc.Descendants(ns + "Trackpoint");
var heartRates = new List<double>();
var cadences = new List<double>();
var powers = new List<double>();
var speeds = new List<double>();
var times = new List<DateTime>();
var distances = new List<double>();
var altitudes = new List<double>();
foreach (var tp in trackpoints)
{
// Heart Rate
var hrElem = tp.Element(ns + "HeartRateBpm")?.Element(ns + "Value");
if (hrElem != null && double.TryParse(hrElem.Value, out double hrVal))
heartRates.Add(hrVal);
// Cadence
var cadenceElem = tp.Element(ns + "Cadence");
if (cadenceElem != null && double.TryParse(cadenceElem.Value, out double cadenceVal))
cadences.Add(cadenceVal);
// Extensions
var extElem = tp.Element(ns + "Extensions");
if (extElem != null)
{
var tpxElem = extElem.Element(ns_ext + "TPX");
if (tpxElem != null)
{
// Power
var wattsElem = tpxElem.Element(ns_ext + "Watts");
if (wattsElem != null && double.TryParse(wattsElem.Value, out double wattsVal))
powers.Add(wattsVal);
// Speed (in m/s, convert to mph)
var speedElem = tpxElem.Element(ns_ext + "Speed");
if (speedElem != null && double.TryParse(speedElem.Value, NumberStyles.Float, CultureInfo.InvariantCulture, out double speedVal))
speeds.Add(MetersPerSecondToMph(speedVal));
}
}
// Time
var timeElem = tp.Element(ns + "Time");
if (timeElem != null && DateTime.TryParse(timeElem.Value, null, DateTimeStyles.AdjustToUniversal, out DateTime timeVal))
times.Add(timeVal);
// Distance
var distElem = tp.Element(ns + "DistanceMeters");
if (distElem != null && double.TryParse(distElem.Value, NumberStyles.Float, CultureInfo.InvariantCulture, out double distVal))
distances.Add(distVal);
// Altitude
var altElem = tp.Element(ns + "AltitudeMeters");
if (altElem != null && double.TryParse(altElem.Value, NumberStyles.Float, CultureInfo.InvariantCulture, out double altVal))
altitudes.Add(altVal);
}
return (heartRates, cadences, powers, speeds, times, distances, altitudes);
}
static void PrintStats(string label, List<double> values, string unit)
{
if (values.Count == 0)
{
Console.WriteLine($"{label}: No data");
return;
}
double avg = values.Average();
double stddev = StdDev(values);
Console.WriteLine($"{label}: Avg = {avg:F2} {unit}, StdDev = {stddev:F2} {unit} (n={values.Count})");
}
static double StdDev(List<double> values)
{
if (values.Count == 0) return 0;
double avg = values.Average();
double sumSq = values.Sum(v => (v - avg) * (v - avg));
return Math.Sqrt(sumSq / values.Count);
}
static double CalculateAverageSpeed(List<DateTime> times, List<double> distances)
{
if (times.Count < 2 || distances.Count < 2)
return 0.0;
// Use first and last time/distance
double totalTimeSeconds = (times.Last() - times.First()).TotalSeconds;
double totalDistanceMeters = distances.Last() - distances.First();
if (totalTimeSeconds <= 0 || totalDistanceMeters <= 0)
return 0.0;
double avgSpeedMs = totalDistanceMeters / totalTimeSeconds;
double avgSpeedMph = MetersPerSecondToMph(avgSpeedMs);
return avgSpeedMph;
}
static double MetersPerSecondToMph(double mps)
{
return mps * 2.2369362920544;
}
/// <summary>
/// Calculates segment speeds in mph, ignoring segments with speed less than minSpeedMph.
/// </summary>
static List<double> CalculateSegmentSpeeds(List<DateTime> times, List<double> distances, double minSpeedMph = 5.0)
{
var segmentSpeeds = new List<double>();
if (times.Count < 2 || distances.Count < 2)
return segmentSpeeds;
for (int i = 1; i < times.Count; i++)
{
double segmentDistance = distances[i] - distances[i - 1]; // meters
double segmentTime = (times[i] - times[i - 1]).TotalSeconds; // seconds
if (segmentTime > 0 && segmentDistance >= 0)
{
double segmentSpeedMps = segmentDistance / segmentTime;
double segmentSpeedMph = MetersPerSecondToMph(segmentSpeedMps);
if (segmentSpeedMph >= minSpeedMph)
{
segmentSpeeds.Add(segmentSpeedMph);
}
}
}
return segmentSpeeds;
}
/// <summary>
/// Calculates total elevation change (sum of all positive and negative changes) in feet.
/// </summary>
static double CalculateTotalElevationChangeInFeet(List<double> altitudes)
{
if (altitudes == null || altitudes.Count < 2)
return 0.0;
double totalChangeMeters = 0.0;
for (int i = 1; i < altitudes.Count; i++)
{
totalChangeMeters += Math.Abs(altitudes[i] - altitudes[i - 1]);
}
return totalChangeMeters * 3.28084; // convert meters to feet
}
/// <summary>
/// Calculates the total time spent in each power group (e.g., 0-50W, 51-100W, etc.).
/// </summary>
static Dictionary<string, double> CalculatePowerGroupTimes(List<DateTime> times, List<double> powers)
{
var groupTimes = new Dictionary<string, double>();
if (times.Count < 2 || powers.Count < 2)
return groupTimes;
// Build power group boundaries: 0-50, 51-100, 101-150, ..., up to the max value in powers
double maxPower = powers.Max();
var groupRanges = new List<(int min, int max)>();
for (int min = 0, max = 50; min <= maxPower; min = max + 1, max += 50)
groupRanges.Add((min, max));
// Accumulate time spent in each group
for (int i = 1; i < times.Count && i < powers.Count; i++)
{
double p = powers[i];
double segmentTime = (times[i] - times[i - 1]).TotalSeconds;
if (segmentTime <= 0)
continue;
foreach (var (min, max) in groupRanges)
{
if (p >= min && p <= max)
{
string label = $"{min}-{max}";
if (!groupTimes.ContainsKey(label))
groupTimes[label] = 0;
groupTimes[label] += segmentTime;
break;
}
}
}
return groupTimes;
}
}
}