"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "All data: 12,977 rows\n",
+ "GPS-only: 12,311 rows (94.9%)\n",
+ "Dropped: 666 network fixes\n"
+ ]
+ }
+ ],
+ "source": [
+ "# GPS-only clean dataset -- your main working data going forward\n",
+ "df_gps = df[df[\"provider\"] == \"gps\"].copy()\n",
+ "\n",
+ "# Rolling window smoother -- 60s window, median is robust to spiky outliers\n",
+ "W = 60 # seconds; tweak if still too noisy or too smoothed\n",
+ "\n",
+ "def roll(series, window=W):\n",
+ " return series.rolling(window, center=True, min_periods=window//2).median()\n",
+ "\n",
+ "fig, axes = plt.subplots(6, 1, figsize=(14, 18), sharex=True)\n",
+ "fig.suptitle(\"GPS Log — April 2, 2026 (60s rolling median, GPS fixes only)\", \n",
+ " fontsize=14, fontweight=\"bold\", y=1.01)\n",
+ "\n",
+ "time_gps = df_gps.index.tz_convert(\"America/Vancouver\")\n",
+ "\n",
+ "# Lat / Lon\n",
+ "axes[0].plot(time_gps, roll(df_gps[\"lat\"]), lw=1.2, color=\"#4C72B0\", label=\"lat\")\n",
+ "axes[0].set_ylabel(\"Latitude (°)\", fontsize=9)\n",
+ "ax0r = axes[0].twinx()\n",
+ "ax0r.plot(time_gps, roll(df_gps[\"lon\"]), lw=1.2, color=\"#DD8452\", label=\"lon\")\n",
+ "ax0r.set_ylabel(\"Longitude (°)\", fontsize=9, color=\"#DD8452\")\n",
+ "axes[0].legend(loc=\"upper left\", fontsize=8)\n",
+ "ax0r.legend(loc=\"upper right\", fontsize=8)\n",
+ "\n",
+ "# Accuracy\n",
+ "axes[1].plot(time_gps, roll(df_gps[\"accuracy\"]), lw=1.2, color=\"#c44e52\")\n",
+ "axes[1].set_ylabel(\"Accuracy (m)\", fontsize=9)\n",
+ "axes[1].axhline(10, color=\"red\", lw=0.8, ls=\"--\", alpha=0.6, label=\"10 m\")\n",
+ "axes[1].legend(fontsize=8)\n",
+ "\n",
+ "# Speed\n",
+ "axes[2].plot(time_gps, roll(df_gps[\"speed_kmh\"]), lw=1.2, color=\"#2ca02c\")\n",
+ "axes[2].set_ylabel(\"Speed (km/h)\", fontsize=9)\n",
+ "\n",
+ "# Elevation\n",
+ "axes[3].plot(time_gps, roll(df_gps[\"elevation\"]), lw=1.2, color=\"#9467bd\")\n",
+ "axes[3].set_ylabel(\"Elevation (m)\", fontsize=9)\n",
+ "\n",
+ "# Satellites + HDOP\n",
+ "axes[4].plot(time_gps, roll(df_gps[\"satellites\"]), lw=1.2, color=\"#8c8c8c\", label=\"satellites\")\n",
+ "axes[4].set_ylabel(\"Satellites\", fontsize=9)\n",
+ "ax4r = axes[4].twinx()\n",
+ "ax4r.plot(time_gps, roll(df_gps[\"hdop\"]), lw=1.2, color=\"#e377c2\", label=\"HDOP\")\n",
+ "ax4r.set_ylabel(\"HDOP\", fontsize=9, color=\"#e377c2\")\n",
+ "axes[4].legend(loc=\"upper left\", fontsize=8)\n",
+ "ax4r.legend(loc=\"upper right\", fontsize=8)\n",
+ "\n",
+ "# Battery\n",
+ "axes[5].plot(time_gps, df_gps[\"battery\"], lw=1.2, color=\"#bcbd22\") # no smoothing, it's already slow-changing\n",
+ "axes[5].set_ylabel(\"Battery (%)\", fontsize=9)\n",
+ "\n",
+ "# X axis\n",
+ "axes[5].xaxis.set_major_formatter(mdates.DateFormatter(\"%H:%M\", tz=\"America/Vancouver\"))\n",
+ "axes[5].xaxis.set_major_locator(mdates.MinuteLocator(byminute=range(0, 60, 30)))\n",
+ "plt.setp(axes[5].xaxis.get_majorticklabels(), rotation=45, ha=\"right\")\n",
+ "axes[5].set_xlabel(\"Local Time (PDT)\", fontsize=9)\n",
+ "\n",
+ "fig.tight_layout()\n",
+ "plt.savefig(\"time_domain_clean.png\", dpi=150, bbox_inches=\"tight\")\n",
+ "plt.show()\n",
+ "\n",
+ "print(f\"All data: {len(df):,} rows\")\n",
+ "print(f\"GPS-only: {len(df_gps):,} rows ({len(df_gps)/len(df)*100:.1f}%)\")\n",
+ "print(f\"Dropped: {len(df) - len(df_gps):,} network fixes\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "id": "7cc369c5",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Segment Start (PDT) End (PDT) Rows Duration\n",
+ "---------------------------------------------------------------------------\n",
+ "Setup & Prep 08:02:00 09:39:00 2954\n",
+ "First Driving + Faults 09:39:00 10:00:00 531\n",
+ "Stationary Debugging 10:00:00 10:57:00 592\n",
+ "Charging Run 10:57:00 11:25:00 1041\n",
+ "FW Flash + Wait 11:25:00 12:46:00 2315\n",
+ "Michael Driving 12:46:00 13:15:00 1085\n",
+ "Coast Down Tests 13:15:00 14:05:00 1330\n",
+ "Multi-Driver Lapping 14:05:00 16:08:00 1343\n",
+ "\n",
+ "Unassigned rows: 1120\n"
+ ]
+ }
+ ],
+ "source": [
+ "import pytz\n",
+ "\n",
+ "pdt = pytz.timezone(\"America/Vancouver\")\n",
+ "\n",
+ "def pdt_to_utc(date_str, time_str):\n",
+ " \"\"\"Parse a PDT datetime string and return UTC Timestamp.\"\"\"\n",
+ " dt = pd.Timestamp(f\"{date_str} {time_str}\").tz_localize(pdt)\n",
+ " return dt.tz_convert(\"UTC\")\n",
+ "\n",
+ "# Segment definitions: (name, start_PDT, end_PDT)\n",
+ "# Where timestamps were missing, we use the surrounding ones with a buffer\n",
+ "segments = [\n",
+ " (\"Setup & Prep\", \"08:02:00\", \"09:39:00\"),\n",
+ " (\"First Driving + Faults\",\"09:39:00\", \"10:00:00\"),\n",
+ " (\"Stationary Debugging\", \"10:00:00\", \"10:57:00\"),\n",
+ " (\"Charging Run\", \"10:57:00\", \"11:25:00\"),\n",
+ " (\"FW Flash + Wait\", \"11:25:00\", \"12:46:00\"),\n",
+ " (\"Michael Driving\", \"12:46:00\", \"13:15:00\"), # 12:48 small lap done, 12:53 larger loop, coast down setup ~13:05 -- buffer to 13:15\n",
+ " (\"Coast Down Tests\", \"13:15:00\", \"14:05:00\"), # 13:15 lineup, 13:26:44 long coast down, second run, buffer to 14:05\n",
+ " (\"Multi-Driver Lapping\", \"14:05:00\", \"16:08:00\"), # Aum ~14:05 through Luke done ~16:08\n",
+ "]\n",
+ "\n",
+ "date = \"2026-04-02\"\n",
+ "\n",
+ "def label_segment(row_time):\n",
+ " for name, start, end in segments:\n",
+ " s = pdt_to_utc(date, start)\n",
+ " e = pdt_to_utc(date, end)\n",
+ " if s <= row_time < e:\n",
+ " return name\n",
+ " return \"Unassigned\"\n",
+ "\n",
+ "df_gps[\"segment\"] = df_gps.index.map(label_segment)\n",
+ "\n",
+ "# Summary\n",
+ "print(f\"{'Segment':<25} {'Start (PDT)':<12} {'End (PDT)':<12} {'Rows':>6} {'Duration'}\")\n",
+ "print(\"-\" * 75)\n",
+ "for name, start, end in segments:\n",
+ " mask = df_gps[\"segment\"] == name\n",
+ " n = mask.sum()\n",
+ " print(f\"{name:<25} {start:<12} {end:<12} {n:>6}\")\n",
+ "\n",
+ "unassigned = (df_gps[\"segment\"] == \"Unassigned\").sum()\n",
+ "print(f\"\\nUnassigned rows: {unassigned}\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "id": "98ee9660",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Saved: ..\\results\\maps\\first_driving_and_faults.html (683 pts)\n",
+ "Saved: ..\\results\\maps\\michael_driving.html (359 pts)\n",
+ "Saved: ..\\results\\maps\\coast_down_tests.html (1885 pts)\n",
+ " Warning: no plottable points for 'Katrina', skipping\n",
+ " Warning: no plottable points for 'Jay', skipping\n",
+ " Warning: no plottable points for 'Museok', skipping\n",
+ " Warning: no plottable points for 'Mueez', skipping\n",
+ "Saved: multi_driver_lapping.html (3203 pts)\n",
+ "Saved: full_day.html (12311 pts)\n"
+ ]
+ }
+ ],
+ "source": [
+ "import folium\n",
+ "import branca.colormap as cm\n",
+ "from branca.element import Template, MacroElement\n",
+ "\n",
+ "# ── Driver segments ──────────────────────────────────────────────────────────\n",
+ "date = \"2026-04-02\"\n",
+ "\n",
+ "driving_segments = {\n",
+ " \"First Driving + Faults\": (\"09:39:00\", \"10:00:00\"),\n",
+ " \"Michael Driving\": (\"12:46:00\", \"13:15:00\"),\n",
+ " \"Coast Down Tests\": (\"13:15:00\", \"14:05:00\"),\n",
+ "}\n",
+ "\n",
+ "driver_lapping = {\n",
+ " \"Aum\": (\"14:05:00\", \"14:21:00\"),\n",
+ " \"Jonah\": (\"14:21:00\", \"14:47:00\"),\n",
+ " \"Deev\": (\"14:47:00\", \"14:57:00\"),\n",
+ " \"Robin\": (\"14:57:00\", \"15:07:00\"),\n",
+ " \"Katrina\": (\"15:07:00\", \"15:12:00\"),\n",
+ " \"Jay\": (\"15:12:00\", \"15:23:00\"),\n",
+ " \"Museok\": (\"15:23:00\", \"15:37:00\"),\n",
+ " \"Mueez\": (\"15:37:00\", \"15:41:00\"),\n",
+ " \"Chris K\": (\"15:41:00\", \"15:50:00\"),\n",
+ " \"Krish\": (\"15:50:00\", \"16:00:00\"),\n",
+ " \"Hemat\": (\"16:00:00\", \"16:04:00\"),\n",
+ " \"Luke\": (\"16:04:00\", \"16:08:00\"),\n",
+ "}\n",
+ "\n",
+ "def pdt_to_utc(time_str):\n",
+ " return pd.Timestamp(f\"{date} {time_str}\").tz_localize(\"America/Vancouver\").tz_convert(\"UTC\")\n",
+ "\n",
+ "def get_slice(start_str, end_str):\n",
+ " return df_gps.loc[pdt_to_utc(start_str):pdt_to_utc(end_str)]\n",
+ "\n",
+ "# ── Shared speed colormap ────────────────────────────────────────────────────\n",
+ "all_driving = pd.concat(\n",
+ " [get_slice(s, e) for s, e in driving_segments.values()] +\n",
+ " [get_slice(s, e) for s, e in driver_lapping.values()]\n",
+ ")\n",
+ "vmin, vmax = 0, all_driving[\"speed_kmh\"].quantile(0.98)\n",
+ "colormap = cm.LinearColormap(\n",
+ " [\"#2b83ba\", \"#abdda4\", \"#ffffbf\", \"#fdae61\", \"#d7191c\"],\n",
+ " vmin=vmin, vmax=vmax,\n",
+ " caption=\"Speed (km/h)\"\n",
+ ")\n",
+ "\n",
+ "vmin_day, vmax_day = 0, df_gps[\"speed_kmh\"].quantile(0.98)\n",
+ "colormap_day = cm.LinearColormap(\n",
+ " [\"#2b83ba\", \"#abdda4\", \"#ffffbf\", \"#fdae61\", \"#d7191c\"],\n",
+ " vmin=vmin_day, vmax=vmax_day,\n",
+ " caption=\"Speed (km/h)\"\n",
+ ")\n",
+ "\n",
+ "# ── Corner label macro (for non-lapping maps) ────────────────────────────────\n",
+ "def make_title_macro(title):\n",
+ " template = f\"\"\"\n",
+ " {{% macro html(this, kwargs) %}}\n",
+ " \n",
+ " {title}\n",
+ "
\n",
+ " {{% endmacro %}}\n",
+ " \"\"\"\n",
+ " macro = MacroElement()\n",
+ " macro._template = Template(template)\n",
+ " return macro\n",
+ "\n",
+ "# ── Helper: draw track with per-segment hover tooltips ───────────────────────\n",
+ "def add_track(fmap, df_slice, cmap, label=None):\n",
+ " if df_slice.empty:\n",
+ " return\n",
+ " df_plot = df_slice.iloc[::2].dropna(subset=[\"lat\", \"lon\", \"speed_kmh\"])\n",
+ " if df_plot.empty:\n",
+ " print(f\" Warning: no plottable points for '{label}', skipping\")\n",
+ " return\n",
+ " for i in range(len(df_plot) - 1):\n",
+ " row = df_plot.iloc[i]\n",
+ " next_row = df_plot.iloc[i + 1]\n",
+ " tooltip = f\"{label} — {row['speed_kmh']:.1f} km/h\" if label else f\"{row['speed_kmh']:.1f} km/h\"\n",
+ " folium.PolyLine(\n",
+ " locations=[[row[\"lat\"], row[\"lon\"]], [next_row[\"lat\"], next_row[\"lon\"]]],\n",
+ " color=cmap(row[\"speed_kmh\"]),\n",
+ " weight=4,\n",
+ " opacity=0.85,\n",
+ " tooltip=tooltip,\n",
+ " ).add_to(fmap)\n",
+ "\n",
+ "def make_map(df_slice):\n",
+ " center = [df_slice[\"lat\"].mean(), df_slice[\"lon\"].mean()]\n",
+ " m = folium.Map(\n",
+ " location=center,\n",
+ " zoom_start=17,\n",
+ " max_zoom=22,\n",
+ " tiles=None, # we add the tile layer manually below for max_zoom support\n",
+ " )\n",
+ " folium.TileLayer(\n",
+ " tiles=\"https://mt1.google.com/vt/lyrs=s&x={x}&y={y}&z={z}\",\n",
+ " attr=\"Google Satellite\",\n",
+ " name=\"Google Satellite\",\n",
+ " max_zoom=22,\n",
+ " max_native_zoom=21,\n",
+ " ).add_to(m)\n",
+ " return m\n",
+ "\n",
+ "output_dir = Path(\"../results/maps\")\n",
+ "output_dir.mkdir(parents=True, exist_ok=True)\n",
+ "\n",
+ "# ── Per-session maps ─────────────────────────────────────────────────────────\n",
+ "for name, (start, end) in driving_segments.items():\n",
+ " df_slice = get_slice(start, end)\n",
+ " m = make_map(df_slice)\n",
+ " add_track(m, df_slice, colormap, label=name)\n",
+ " m.add_child(make_title_macro(name))\n",
+ " colormap.add_to(m)\n",
+ " fname = output_dir / f\"{name.lower().replace(' ', '_').replace('+', 'and')}.html\"\n",
+ " m.save(fname)\n",
+ " print(f\"Saved: {fname} ({len(df_slice)} pts)\")\n",
+ "\n",
+ "# ── Multi-driver lapping map ─────────────────────────────────────────────────\n",
+ "all_lapping = pd.concat([get_slice(s, e) for s, e in driver_lapping.values()])\n",
+ "m_lap = make_map(all_lapping)\n",
+ "for driver, (start, end) in driver_lapping.items():\n",
+ " add_track(m_lap, get_slice(start, end), colormap, label=driver)\n",
+ "m_lap.add_child(make_title_macro(\"Multi-Driver Lapping\"))\n",
+ "colormap.add_to(m_lap)\n",
+ "m_lap.save(output_dir / \"multi_driver_lapping.html\")\n",
+ "print(f\"Saved: multi_driver_lapping.html ({len(all_lapping)} pts)\")\n",
+ "\n",
+ "# ── Full day map ─────────────────────────────────────────────────────────────\n",
+ "m_day = make_map(df_gps)\n",
+ "add_track(m_day, df_gps, colormap_day)\n",
+ "m_day.add_child(make_title_macro(\"Full Day\"))\n",
+ "colormap_day.add_to(m_day)\n",
+ "m_day.save(output_dir / \"full_day.html\")\n",
+ "print(f\"Saved: full_day.html ({len(df_gps)} pts)\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "3431364a",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.13.9"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/v4/phone_gpslogger/data/test_walk/20260331_note10pro.csv b/v4/phone_gpslogger/data/test_walk/20260331_note10pro.csv
new file mode 100644
index 0000000..28c4bc2
--- /dev/null
+++ b/v4/phone_gpslogger/data/test_walk/20260331_note10pro.csv
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+version https://git-lfs.github.com/spec/v1
+oid sha256:9a45550fae0441a2ee5179666bc253300a40ecee36352fde4c04c94dec32aed4
+size 37239
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new file mode 100644
index 0000000..8a6736b
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+version https://git-lfs.github.com/spec/v1
+oid sha256:3e1d81d0b5e524e26806eaba58930020f73d48edbaca04d90dd14c4d62cf249b
+size 53283
diff --git a/v4/phone_gpslogger/pyproject.toml b/v4/phone_gpslogger/pyproject.toml
new file mode 100644
index 0000000..2dd6d84
--- /dev/null
+++ b/v4/phone_gpslogger/pyproject.toml
@@ -0,0 +1,15 @@
+[project]
+name = "phone-gpslogger"
+version = "0.1.0"
+requires-python = ">=3.13"
+dependencies = [
+ "contextily>=1.7.0",
+ "folium>=0.20.0",
+ "geopandas>=1.1.3",
+ "matplotlib>=3.10.8",
+ "numpy>=2.4.4",
+ "pandas>=3.0.2",
+ "plotly>=6.6.0",
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+]
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new file mode 100644
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+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ Multi-Driver Lapping
+
+
+
+
+
\ No newline at end of file
diff --git a/v4/phone_gpslogger/results/time_domain.png b/v4/phone_gpslogger/results/time_domain.png
new file mode 100644
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diff --git a/v4/phone_gpslogger/results/time_domain_clean.png b/v4/phone_gpslogger/results/time_domain_clean.png
new file mode 100644
index 0000000..4db1e64
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diff --git a/v4/phone_gpslogger/scripts/gps_test_vibecoded.py b/v4/phone_gpslogger/scripts/gps_test_vibecoded.py
new file mode 100644
index 0000000..b44af5c
--- /dev/null
+++ b/v4/phone_gpslogger/scripts/gps_test_vibecoded.py
@@ -0,0 +1,522 @@
+#!/usr/bin/env python3
+"""
+
+Disclaimer: This file was written by Claude Sonnet 4.6
+
+To run:
+cd v4/phone_gpslogger
+uv sync
+uv run python python scripts/gps_analyzer.py data/20260331_pixel7.csv data/20260331_note10pro.csv --labels "Pixel 7" "Note 10 Pro"
+-Jonah
+
+
+GPS Logger Analyzer & Device Comparator
+Analyzes and plots GPS data from the FDroid GPSLogger app.
+
+Single-file mode: python gps_analyzer.py track.csv
+Multi-file compare: python gps_analyzer.py pixel7.csv note10pro.csv --labels "Pixel 7" "Note 10 Pro"
+Skip individual: python gps_analyzer.py *.csv --no-individual
+"""
+
+import sys
+import argparse
+from pathlib import Path
+
+import numpy as np
+import pandas as pd
+import matplotlib.pyplot as plt
+import matplotlib.gridspec as gridspec
+import matplotlib.patches as mpatches
+from matplotlib.collections import LineCollection
+from matplotlib.colors import Normalize
+
+
+# ── Palette ────────────────────────────────────────────────────────────────
+DARK = "#0f1117"
+MID = "#1c1f2b"
+PANEL = "#232637"
+TEXT = "#e8eaf6"
+MUTED = "#6c7a9c"
+GREEN = "#39d353"
+WARM = "#ff6b35"
+
+# Per-device (gps_colour, network_colour)
+DEVICE_PALETTES = [
+ ("#00c8ff", "#ff6b35"), # device 0: cyan GPS, orange network
+ ("#b48eff", "#39d353"), # device 1: purple GPS, green network
+ ("#f5c542", "#ff4fa3"), # device 2: yellow GPS, pink network
+ ("#4fe3c1", "#ff7043"), # device 3+
+]
+
+
+# ── Data loading ───────────────────────────────────────────────────────────
+
+def haversine(lat1, lon1, lat2, lon2):
+ R = 6_371_000
+ phi1, phi2 = np.radians(lat1), np.radians(lat2)
+ dphi = np.radians(lat2 - lat1)
+ dlam = np.radians(lon2 - lon1)
+ a = np.sin(dphi/2)**2 + np.cos(phi1)*np.cos(phi2)*np.sin(dlam/2)**2
+ return 2 * R * np.arcsin(np.sqrt(a))
+
+
+def load_csv(path: Path) -> pd.DataFrame:
+ """Load a GPSLogger CSV and enrich with derived columns."""
+ df = pd.read_csv(path, parse_dates=["time"])
+ df = df.dropna(subset=["lat", "lon"]).sort_values("time").reset_index(drop=True)
+
+ # Normalise provider
+ if "provider" in df.columns:
+ df["provider"] = df["provider"].fillna("unknown").str.lower().str.strip()
+ else:
+ df["provider"] = "unknown"
+
+ # Speed: logged m/s -> km/h; network rows often have no speed logged
+ if "speed" in df.columns:
+ df["speed_kmh"] = pd.to_numeric(df["speed"], errors="coerce").fillna(0) * 3.6
+ else:
+ dt = df["time"].diff().dt.total_seconds().fillna(1).clip(lower=0.001)
+ dist = haversine(df["lat"].shift().fillna(df["lat"]),
+ df["lon"].shift().fillna(df["lon"]),
+ df["lat"], df["lon"]).fillna(0)
+ df["speed_kmh"] = (dist / dt) * 3.6
+
+ # Elapsed minutes from first fix
+ df["elapsed_min"] = (df["time"] - df["time"].iloc[0]).dt.total_seconds() / 60
+
+ # Cumulative distance recomputed from coordinates (monotone, comparable)
+ seg = haversine(df["lat"].shift().fillna(df["lat"]),
+ df["lon"].shift().fillna(df["lon"]),
+ df["lat"], df["lon"]).fillna(0)
+ df["cum_dist_km"] = seg.cumsum() / 1000
+
+ for col in ("satellites", "accuracy", "hdop", "vdop", "pdop"):
+ if col in df.columns:
+ df[col] = pd.to_numeric(df[col], errors="coerce")
+
+ return df
+
+
+def compute_stats(df: pd.DataFrame, label: str) -> dict:
+ duration_s = (df["time"].iloc[-1] - df["time"].iloc[0]).total_seconds()
+ elev = df["elevation"].dropna() if "elevation" in df.columns else pd.Series(dtype=float)
+ gain = float(np.sum(np.clip(np.diff(elev.values), 0, None))) if len(elev) > 1 else float("nan")
+ loss = float(np.sum(np.clip(np.diff(elev.values), None, 0))) if len(elev) > 1 else float("nan")
+
+ gps = df[df["provider"] == "gps"]
+ net = df[df["provider"] == "network"]
+
+ return {
+ "label": label,
+ "start": df["time"].iloc[0].strftime("%H:%M:%S UTC"),
+ "duration": f"{int(duration_s//3600):02d}h {int((duration_s%3600)//60):02d}m {int(duration_s%60):02d}s",
+ "points": len(df),
+ "gps_points": len(gps),
+ "net_points": len(net),
+ "distance_km": df["cum_dist_km"].iloc[-1],
+ "avg_speed": gps["speed_kmh"].mean() if len(gps) else df["speed_kmh"].mean(),
+ "max_speed": df["speed_kmh"].max(),
+ "elev_min": float(elev.min()) if len(elev) else float("nan"),
+ "elev_max": float(elev.max()) if len(elev) else float("nan"),
+ "elev_gain_m": gain,
+ "elev_loss_m": abs(loss) if not np.isnan(loss) else float("nan"),
+ "avg_acc_gps": gps["accuracy"].mean() if ("accuracy" in df.columns and len(gps)) else float("nan"),
+ "avg_acc_net": net["accuracy"].mean() if ("accuracy" in df.columns and len(net)) else float("nan"),
+ "avg_sats": gps["satellites"].mean() if ("satellites" in df.columns and len(gps)) else float("nan"),
+ "avg_hdop": gps["hdop"].mean() if ("hdop" in df.columns and len(gps)) else float("nan"),
+ }
+
+
+# ── Shared helpers ─────────────────────────────────────────────────────────
+
+def fv(v, fmt):
+ """Format a float value, returning 'n/a' if NaN."""
+ return "n/a" if (isinstance(v, float) and np.isnan(v)) else fmt.format(v)
+
+
+def style_ax(ax, title="", xlabel="", ylabel=""):
+ ax.set_facecolor(PANEL)
+ ax.tick_params(colors=MUTED, labelsize=8)
+ for sp in ax.spines.values():
+ sp.set_edgecolor(MID)
+ ax.grid(color=MID, linewidth=0.5, linestyle="--", alpha=0.6)
+ if title:
+ ax.set_title(title, color=TEXT, fontsize=9, fontweight="bold", pad=5)
+ if xlabel:
+ ax.set_xlabel(xlabel, color=MUTED, fontsize=8)
+ if ylabel:
+ ax.set_ylabel(ylabel, color=MUTED, fontsize=8)
+
+
+def colorbar_style(cb):
+ cb.ax.yaxis.set_tick_params(color=MUTED, labelsize=7)
+ plt.setp(cb.ax.yaxis.get_ticklabels(), color=MUTED)
+ cb.outline.set_edgecolor(MID)
+
+
+# ── Single-device figure ───────────────────────────────────────────────────
+
+def make_single_figure(df: pd.DataFrame, s: dict, palette_idx: int = 0):
+ gps_col, net_col = DEVICE_PALETTES[palette_idx % len(DEVICE_PALETTES)]
+ label = s["label"]
+ gps = df[df["provider"] == "gps"]
+ net = df[df["provider"] == "network"]
+
+ fig = plt.figure(figsize=(16, 11), facecolor=DARK)
+ fig.suptitle(f"GPS Track — {label}", color=TEXT, fontsize=14,
+ fontweight="bold", y=0.97)
+
+ gs = gridspec.GridSpec(3, 3, figure=fig,
+ left=0.06, right=0.97, top=0.92, bottom=0.07,
+ hspace=0.50, wspace=0.42)
+ ax_map = fig.add_subplot(gs[:2, :2])
+ ax_elev = fig.add_subplot(gs[2, :2])
+ ax_speed = fig.add_subplot(gs[0, 2])
+ ax_acc = fig.add_subplot(gs[1, 2])
+ ax_stats = fig.add_subplot(gs[2, 2])
+
+ # ── Map ────────────────────────────────────────────────────────────────
+ ax_map.set_facecolor(PANEL)
+ style_ax(ax_map, "Track Map (GPS = speed-coloured · Network = ◆)",
+ "Longitude", "Latitude")
+
+ lats = df["lat"].values
+ lons = df["lon"].values
+
+ if len(gps) >= 2:
+ spd = gps["speed_kmh"].values
+ pts = np.array([gps["lon"].values, gps["lat"].values]).T.reshape(-1, 1, 2)
+ segs = np.concatenate([pts[:-1], pts[1:]], axis=1)
+ vmax = max(df["speed_kmh"].max(), 1)
+ norm = Normalize(vmin=0, vmax=vmax)
+ lc = LineCollection(segs, cmap="plasma", norm=norm, linewidth=2, alpha=0.9)
+ lc.set_array(spd[:-1])
+ ax_map.add_collection(lc)
+ cb = fig.colorbar(lc, ax=ax_map, pad=0.01, shrink=0.75)
+ cb.set_label("Speed km/h (GPS)", color=MUTED, fontsize=8)
+ colorbar_style(cb)
+ elif len(gps) == 1:
+ ax_map.scatter(gps["lon"], gps["lat"], s=40, color=gps_col, zorder=5)
+
+ if not net.empty:
+ ax_map.scatter(net["lon"], net["lat"], s=30, color=net_col,
+ marker="D", zorder=5, label="Network", alpha=0.85)
+
+ ax_map.scatter([lons[0]], [lats[0]], s=100, color=GREEN, marker="o", zorder=7, label="Start")
+ ax_map.scatter([lons[-1]], [lats[-1]], s=100, color=WARM, marker="s", zorder=7, label="End")
+ ax_map.legend(fontsize=8, facecolor=MID, edgecolor=MID, labelcolor=TEXT, loc="upper left")
+
+ pad_lat = max((lats.max()-lats.min())*0.12, 0.001)
+ pad_lon = max((lons.max()-lons.min())*0.12, 0.001)
+ ax_map.set_xlim(lons.min()-pad_lon, lons.max()+pad_lon)
+ ax_map.set_ylim(lats.min()-pad_lat, lats.max()+pad_lat)
+
+ # ── Elevation ──────────────────────────────────────────────────────────
+ style_ax(ax_elev, "Elevation Profile", "Distance (km)", "Elevation (m)")
+ if "elevation" in df.columns and df["elevation"].notna().any():
+ elev = df["elevation"].interpolate()
+ x = df["cum_dist_km"].values
+ ax_elev.fill_between(x, elev, elev.min()-5, color=gps_col, alpha=0.18)
+ ax_elev.plot(x, elev, color=gps_col, linewidth=1.5)
+ if not net.empty:
+ for _, row in net.iterrows():
+ ax_elev.axvline(row["cum_dist_km"], color=net_col,
+ linewidth=0.6, alpha=0.35)
+ else:
+ ax_elev.text(0.5, 0.5, "No elevation data", transform=ax_elev.transAxes,
+ ha="center", va="center", color=MUTED)
+
+ # ── Speed ──────────────────────────────────────────────────────────────
+ style_ax(ax_speed, "Speed over Time", "Elapsed (min)", "Speed (km/h)")
+ if not gps.empty:
+ ax_speed.plot(gps["elapsed_min"], gps["speed_kmh"],
+ color=gps_col, linewidth=1.3, label="GPS", alpha=0.9)
+ ax_speed.fill_between(gps["elapsed_min"], gps["speed_kmh"],
+ color=gps_col, alpha=0.14)
+ if not net.empty:
+ ax_speed.scatter(net["elapsed_min"], net["speed_kmh"],
+ color=net_col, s=18, label="Network", zorder=5)
+ ax_speed.legend(fontsize=7, facecolor=MID, edgecolor=MID, labelcolor=TEXT)
+
+ # ── Accuracy / Satellites ──────────────────────────────────────────────
+ style_ax(ax_acc, "GPS Quality", "Elapsed (min)", "Accuracy (m)")
+ if "accuracy" in df.columns:
+ if not gps.empty:
+ ax_acc.plot(gps["elapsed_min"], gps["accuracy"],
+ color=gps_col, linewidth=1.1, label="Acc GPS")
+ if not net.empty:
+ ax_acc.scatter(net["elapsed_min"], net["accuracy"],
+ color=net_col, s=18, label="Acc Net", zorder=5)
+ h2, l2 = [], []
+ if "satellites" in df.columns and not gps.empty:
+ ax2 = ax_acc.twinx()
+ ax2.plot(gps["elapsed_min"], gps["satellites"],
+ color=GREEN, linewidth=1.0, linestyle="--", label="Sats")
+ ax2.set_ylabel("Satellites", color=GREEN, fontsize=8)
+ ax2.tick_params(axis="y", colors=GREEN, labelsize=7)
+ ax2.set_facecolor("none")
+ for sp in ax2.spines.values():
+ sp.set_edgecolor(MID)
+ h2, l2 = ax2.get_legend_handles_labels()
+ h1, l1 = ax_acc.get_legend_handles_labels()
+ ax_acc.legend(h1+h2, l1+l2, fontsize=7, facecolor=MID, edgecolor=MID, labelcolor=TEXT)
+
+ # ── Stats ──────────────────────────────────────────────────────────────
+ ax_stats.set_facecolor(PANEL)
+ for sp in ax_stats.spines.values():
+ sp.set_edgecolor(MID)
+ ax_stats.set_xticks([]); ax_stats.set_yticks([])
+ ax_stats.set_title("Summary", color=TEXT, fontsize=9, fontweight="bold", pad=5)
+
+ rows = [
+ ("Start", s["start"]),
+ ("Duration", s["duration"]),
+ ("GPS / Net pts", f"{s['gps_points']} / {s['net_points']}"),
+ ("Distance", fv(s["distance_km"], "{:.2f} km")),
+ ("Avg spd (GPS)", fv(s["avg_speed"], "{:.1f} km/h")),
+ ("Max speed", fv(s["max_speed"], "{:.1f} km/h")),
+ ("Elev range", f"{fv(s['elev_min'],'{:.0f}')} – {fv(s['elev_max'],'{:.0f}')} m"),
+ ("Elev ↑ / ↓", f"+{fv(s['elev_gain_m'],'{:.0f}')} / −{fv(s['elev_loss_m'],'{:.0f}')} m"),
+ ("Avg acc GPS", fv(s["avg_acc_gps"], "{:.1f} m")),
+ ("Avg acc Net", fv(s["avg_acc_net"], "{:.1f} m")),
+ ("Avg satellites", fv(s["avg_sats"], "{:.1f}")),
+ ("Avg HDOP", fv(s["avg_hdop"], "{:.2f}")),
+ ]
+ for i, (lbl, val) in enumerate(rows):
+ y = 0.97 - i * 0.080
+ ax_stats.text(0.03, y, lbl+":", transform=ax_stats.transAxes,
+ color=MUTED, fontsize=7.5, va="top")
+ ax_stats.text(0.97, y, val, transform=ax_stats.transAxes,
+ color=TEXT, fontsize=7.5, va="top", ha="right", fontweight="bold")
+
+ return fig
+
+
+# ── Multi-device comparison figure ────────────────────────────────────────
+
+def make_comparison_figure(datasets):
+ """datasets: list of (df, stats_dict)"""
+ n = len(datasets)
+ palettes = [DEVICE_PALETTES[i % len(DEVICE_PALETTES)] for i in range(n)]
+ labels = [s["label"] for _, s in datasets]
+
+ fig = plt.figure(figsize=(18, 13), facecolor=DARK)
+ fig.suptitle("Device Comparison — " + " vs ".join(labels),
+ color=TEXT, fontsize=14, fontweight="bold", y=0.98)
+
+ gs = gridspec.GridSpec(3, 4, figure=fig,
+ left=0.05, right=0.97, top=0.94, bottom=0.06,
+ hspace=0.52, wspace=0.44)
+ ax_map = fig.add_subplot(gs[:2, :2])
+ ax_elev = fig.add_subplot(gs[:2, 2:])
+ ax_speed = fig.add_subplot(gs[2, 0])
+ ax_acc = fig.add_subplot(gs[2, 1])
+ ax_sats = fig.add_subplot(gs[2, 2])
+ ax_stats = fig.add_subplot(gs[2, 3])
+
+ # ── Overlay map ────────────────────────────────────────────────────────
+ ax_map.set_facecolor(PANEL)
+ style_ax(ax_map, "Track Overlay (solid = GPS · ◆ = Network)", "Longitude", "Latitude")
+
+ all_lats, all_lons = [], []
+ legend_patches = []
+
+ for i, (df, s) in enumerate(datasets):
+ gps_col, net_col = palettes[i]
+ gps = df[df["provider"] == "gps"]
+ net = df[df["provider"] == "network"]
+
+ if len(gps) >= 2:
+ pts = np.array([gps["lon"].values, gps["lat"].values]).T.reshape(-1, 1, 2)
+ segs = np.concatenate([pts[:-1], pts[1:]], axis=1)
+ lc = LineCollection(segs, linewidth=2.0, alpha=0.82, color=gps_col)
+ ax_map.add_collection(lc)
+ elif len(gps) == 1:
+ ax_map.scatter(gps["lon"], gps["lat"], s=30, color=gps_col, zorder=5)
+
+ if not net.empty:
+ ax_map.scatter(net["lon"], net["lat"], s=22, color=net_col,
+ marker="D", alpha=0.75, zorder=5)
+
+ ax_map.scatter([df["lon"].iloc[0]], [df["lat"].iloc[0]],
+ s=90, color=gps_col, marker="o", zorder=7)
+ ax_map.scatter([df["lon"].iloc[-1]], [df["lat"].iloc[-1]],
+ s=90, color=gps_col, marker="s", zorder=7)
+
+ all_lats.extend(df["lat"].tolist())
+ all_lons.extend(df["lon"].tolist())
+ legend_patches.append(mpatches.Patch(color=gps_col, label=f"{s['label']} GPS"))
+ if not net.empty:
+ legend_patches.append(mpatches.Patch(color=net_col, label=f"{s['label']} Network"))
+
+ ax_map.legend(handles=legend_patches, fontsize=8, facecolor=MID,
+ edgecolor=MID, labelcolor=TEXT, loc="upper left")
+ all_lats = np.array(all_lats); all_lons = np.array(all_lons)
+ pad_lat = max((all_lats.max()-all_lats.min())*0.12, 0.001)
+ pad_lon = max((all_lons.max()-all_lons.min())*0.12, 0.001)
+ ax_map.set_xlim(all_lons.min()-pad_lon, all_lons.max()+pad_lon)
+ ax_map.set_ylim(all_lats.min()-pad_lat, all_lats.max()+pad_lat)
+
+ # ── Elevation overlay ──────────────────────────────────────────────────
+ style_ax(ax_elev, "Elevation Profile", "Distance (km)", "Elevation (m)")
+ has_elev = False
+ for i, (df, s) in enumerate(datasets):
+ gps_col, _ = palettes[i]
+ if "elevation" in df.columns and df["elevation"].notna().any():
+ elev = df["elevation"].interpolate()
+ ax_elev.plot(df["cum_dist_km"], elev, color=gps_col,
+ linewidth=1.5, label=s["label"], alpha=0.85)
+ has_elev = True
+ if has_elev:
+ ax_elev.legend(fontsize=8, facecolor=MID, edgecolor=MID, labelcolor=TEXT)
+ else:
+ ax_elev.text(0.5, 0.5, "No elevation data", transform=ax_elev.transAxes,
+ ha="center", va="center", color=MUTED)
+
+ # ── Speed ──────────────────────────────────────────────────────────────
+ style_ax(ax_speed, "Speed (GPS only)", "Elapsed (min)", "km/h")
+ for i, (df, s) in enumerate(datasets):
+ gps_col, _ = palettes[i]
+ gps = df[df["provider"] == "gps"]
+ if not gps.empty:
+ ax_speed.plot(gps["elapsed_min"], gps["speed_kmh"],
+ color=gps_col, linewidth=1.2, label=s["label"], alpha=0.85)
+ ax_speed.legend(fontsize=7, facecolor=MID, edgecolor=MID, labelcolor=TEXT)
+
+ # ── Accuracy ───────────────────────────────────────────────────────────
+ style_ax(ax_acc, "Fix Accuracy", "Elapsed (min)", "Accuracy (m)")
+ for i, (df, s) in enumerate(datasets):
+ gps_col, net_col = palettes[i]
+ gps = df[df["provider"] == "gps"]
+ net = df[df["provider"] == "network"]
+ if "accuracy" in df.columns:
+ if not gps.empty:
+ ax_acc.plot(gps["elapsed_min"], gps["accuracy"],
+ color=gps_col, linewidth=1.1, label=f"{s['label']} GPS")
+ if not net.empty:
+ ax_acc.scatter(net["elapsed_min"], net["accuracy"],
+ color=net_col, s=14, label=f"{s['label']} Net", zorder=5)
+ ax_acc.legend(fontsize=6.5, facecolor=MID, edgecolor=MID, labelcolor=TEXT)
+
+ # ── Satellites ─────────────────────────────────────────────────────────
+ style_ax(ax_sats, "Satellite Count", "Elapsed (min)", "# Sats")
+ for i, (df, s) in enumerate(datasets):
+ gps_col, _ = palettes[i]
+ gps = df[df["provider"] == "gps"]
+ if "satellites" in df.columns and not gps.empty:
+ ax_sats.plot(gps["elapsed_min"], gps["satellites"],
+ color=gps_col, linewidth=1.1, label=s["label"])
+ ax_sats.legend(fontsize=7, facecolor=MID, edgecolor=MID, labelcolor=TEXT)
+
+ # ── Stats table ────────────────────────────────────────────────────────
+ ax_stats.set_facecolor(PANEL)
+ for sp in ax_stats.spines.values():
+ sp.set_edgecolor(MID)
+ ax_stats.set_xticks([]); ax_stats.set_yticks([])
+ ax_stats.set_title("Side-by-Side", color=TEXT, fontsize=9, fontweight="bold", pad=5)
+
+ stat_rows = [
+ ("Duration", [s["duration"] for _,s in datasets]),
+ ("GPS pts", [str(s["gps_points"]) for _,s in datasets]),
+ ("Net pts", [str(s["net_points"]) for _,s in datasets]),
+ ("Distance", [fv(s["distance_km"], "{:.2f} km") for _,s in datasets]),
+ ("Avg spd GPS", [fv(s["avg_speed"], "{:.1f} km/h") for _,s in datasets]),
+ ("Max speed", [fv(s["max_speed"], "{:.1f} km/h") for _,s in datasets]),
+ ("Avg acc GPS", [fv(s["avg_acc_gps"], "{:.1f} m") for _,s in datasets]),
+ ("Avg acc Net", [fv(s["avg_acc_net"], "{:.1f} m") for _,s in datasets]),
+ ("Avg sats", [fv(s["avg_sats"], "{:.1f}") for _,s in datasets]),
+ ("Avg HDOP", [fv(s["avg_hdop"], "{:.2f}") for _,s in datasets]),
+ ]
+
+ col_w = 1.0 / (n + 1)
+ # header
+ ax_stats.text(0.02, 0.97, "Metric", transform=ax_stats.transAxes,
+ color=MUTED, fontsize=7, va="top", fontweight="bold")
+ for j, (_, s) in enumerate(datasets):
+ gps_col = palettes[j][0]
+ ax_stats.text(0.02 + (j+1)*col_w, 0.97, s["label"],
+ transform=ax_stats.transAxes,
+ color=gps_col, fontsize=7, va="top", fontweight="bold", ha="center")
+
+ for row_i, (metric, vals) in enumerate(stat_rows):
+ y = 0.89 - row_i * 0.088
+ ax_stats.text(0.02, y, metric, transform=ax_stats.transAxes,
+ color=MUTED, fontsize=6.8, va="top")
+ for j, val in enumerate(vals):
+ gps_col = palettes[j][0]
+ ax_stats.text(0.02 + (j+1)*col_w, y, val,
+ transform=ax_stats.transAxes,
+ color=TEXT, fontsize=6.8, va="top", ha="center", fontweight="bold")
+
+ return fig
+
+
+# ── CLI ────────────────────────────────────────────────────────────────────
+
+def main():
+ parser = argparse.ArgumentParser(
+ description="Analyze & compare GPSLogger CSV files."
+ )
+ parser.add_argument("files", nargs="+", metavar="CSV")
+ parser.add_argument("--labels", "-l", nargs="*", default=None,
+ help="Device labels in file order, e.g. 'Pixel 7' 'Note 10 Pro'")
+ parser.add_argument("--no-individual", action="store_true",
+ help="Skip per-device plots; only produce comparison")
+ parser.add_argument("--out", "-o", default=None,
+ help="Output directory for PNGs (default: same dir as first input)")
+ parser.add_argument("--show", action="store_true",
+ help="Open interactive plot windows")
+ args = parser.parse_args()
+
+ paths = [Path(f) for f in args.files]
+ labels = list(args.labels or [])
+ while len(labels) < len(paths):
+ labels.append(paths[len(labels)].stem)
+
+ datasets = []
+ for p, lbl in zip(paths, labels):
+ if not p.exists():
+ print(f"[SKIP] Not found: {p}", file=sys.stderr)
+ continue
+ print(f"Loading {p.name} → {lbl}")
+ df = load_csv(p)
+ s = compute_stats(df, lbl)
+ datasets.append((df, s))
+ prov = df["provider"].value_counts().to_dict()
+ print(f" {s['points']} pts {prov} | {s['distance_km']:.2f} km | "
+ f"{s['duration']} | GPS acc avg {fv(s['avg_acc_gps'], '{:.1f}')} m")
+
+ if not datasets:
+ print("No valid files loaded.", file=sys.stderr)
+ sys.exit(1)
+
+ out_dir = Path(args.out) if args.out else paths[0].parent
+ out_dir.mkdir(parents=True, exist_ok=True)
+
+ # Individual plots
+ if not args.no_individual:
+ for i, (df, s) in enumerate(datasets):
+ fig = make_single_figure(df, s, palette_idx=i)
+ out = out_dir / f"{s['label'].replace(' ','_')}_analysis.png"
+ fig.savefig(out, dpi=150, bbox_inches="tight", facecolor=DARK)
+ print(f" Saved → {out}")
+ if args.show:
+ plt.show()
+ plt.close(fig)
+
+ # Comparison (auto-enabled for ≥2 devices)
+ if len(datasets) >= 2:
+ fig = make_comparison_figure(datasets)
+ name = "_vs_".join(s["label"].replace(" ", "_") for _, s in datasets)
+ out = out_dir / f"{name}_comparison.png"
+ fig.savefig(out, dpi=150, bbox_inches="tight", facecolor=DARK)
+ print(f" Saved → {out}")
+ if args.show:
+ plt.show()
+ plt.close(fig)
+
+ print("Done.")
+
+
+if __name__ == "__main__":
+ main()
diff --git a/v4/phone_gpslogger/uv.lock b/v4/phone_gpslogger/uv.lock
new file mode 100644
index 0000000..0712ec4
--- /dev/null
+++ b/v4/phone_gpslogger/uv.lock
@@ -0,0 +1,984 @@
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+ "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+ "python_full_version < '3.14' and sys_platform == 'win32'",
+ "python_full_version < '3.14' and sys_platform == 'emscripten'",
+ "python_full_version < '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+]
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