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Drop second_phone column; phone_model for R01-R06 (Galaxy S24, reported); trim notes; new card blurb

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Files changed (39) hide show
  1. README.md +2 -3
  2. data/context/session_context.csv +10 -10
  3. data/data_dictionary.md +2 -3
  4. figures/S01/R01/analysis-foottilt.png +2 -2
  5. figures/S01/R01/analysis-gait.png +2 -2
  6. figures/S01/R01/analysis-groundtruth.png +2 -2
  7. figures/S01/R01/analysis-pace.png +2 -2
  8. figures/S01/R02/analysis-foottilt.png +2 -2
  9. figures/S01/R02/analysis-gait.png +2 -2
  10. figures/S01/R02/analysis-groundtruth.png +2 -2
  11. figures/S01/R02/analysis-pace.png +2 -2
  12. figures/S01/R03/analysis-foottilt.png +2 -2
  13. figures/S01/R03/analysis-gait.png +2 -2
  14. figures/S01/R03/analysis-groundtruth.png +2 -2
  15. figures/S01/R03/analysis-pace.png +2 -2
  16. figures/S01/R04/analysis-foottilt.png +2 -2
  17. figures/S01/R04/analysis-gait.png +2 -2
  18. figures/S01/R04/analysis-groundtruth.png +2 -2
  19. figures/S01/R04/analysis-pace.png +2 -2
  20. figures/S01/R05/analysis-foottilt.png +2 -2
  21. figures/S01/R05/analysis-gait.png +2 -2
  22. figures/S01/R05/analysis-groundtruth.png +2 -2
  23. figures/S01/R05/analysis-pace.png +2 -2
  24. figures/S01/R06/analysis-foottilt.png +2 -2
  25. figures/S01/R06/analysis-gait.png +2 -2
  26. figures/S01/R06/analysis-groundtruth.png +2 -2
  27. figures/S01/R06/analysis-pace.png +2 -2
  28. figures/S01/R07/analysis-foottilt.png +2 -2
  29. figures/S01/R07/analysis-gait.png +2 -2
  30. figures/S01/R07/analysis-groundtruth.png +2 -2
  31. figures/S01/R07/analysis-pace.png +2 -2
  32. figures/S01/R08/analysis-foottilt.png +2 -2
  33. figures/S01/R08/analysis-gait.png +2 -2
  34. figures/S01/R08/analysis-groundtruth.png +2 -2
  35. figures/S01/R09/analysis-foottilt.png +2 -2
  36. figures/S01/R09/analysis-gait.png +2 -2
  37. figures/S01/R09/analysis-groundtruth.png +2 -2
  38. scripts/lvl_running/catalog.py +2 -2
  39. sessions.csv +10 -10
README.md CHANGED
@@ -31,9 +31,8 @@ platform, which runs on Android phones and Windows PCs, across deliberately vari
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  tracked run over run for open research on running performance, fatigue and injury prevention.
32
 
33
  > In 2025, my doctor gave me "the talk." You know the one. The one where I need to exercise more and
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- > eat better. So I picked up running to stay fit, and somewhere along the way I thought: I'm a
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- > biomechanics engineer, and I work for a company that makes IMU motion sensors. Why not take some
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- > measurements? And here we are.
37
 
38
  ## Two purposes
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31
  tracked run over run for open research on running performance, fatigue and injury prevention.
32
 
33
  > In 2025, my doctor gave me "the talk." You know the one. The one where I need to exercise more and
34
+ > eat better. So I picked up running, and somewhere along the way I thought: I'm a biomechanics
35
+ > engineer, and I work for a company that makes IMU motion sensors. Why not take some measurements?
 
36
 
37
  ## Two purposes
38
 
data/context/session_context.csv CHANGED
@@ -1,10 +1,10 @@
1
- subject,session,date,setting,surface,event,location,other_bluetooth_reported,sensor_firmware_reported,dongle_firmware_reported,phone_carry,second_phone,calibration,terminated_early,unreliable_sensors,clock,gps,time_method,time_sync_mode,time_sync_verdict,samples_per_packet,phone_model,bluetooth_devices,phone_battery_start_pct,phone_battery_end_pct,phone_temp_start_c,phone_temp_end_c,sensor_voltage_start_v,sensor_voltage_end_v,sensor_temp_start_c,sensor_temp_end_c,notes
2
- S01,R01,2026-09-07,outdoor,pavement,,,headphones;watch,0.100.0,0.98.0,pack,none,pre,False,arm,synthetic,profile,first_sample_anchor,,,,,,,,,,4.17,4.17,,,"The wrist sensor (0000, labelled arm) came off mid-run when its tape failed and rode in a pocket or hand for most of the run: its stream is not wrist motion and its accelerometer clipping is handling. The right foot (3333) clipped 47 times (peak 23 g), the left foot (2222) never, possibly a mounting difference. Barometer at 24 Hz (later builds cap it at 1 Hz)"
3
- S01,R02,2026-09-12,outdoor,pavement,parkrun,"Victoria Park parkrun, Kitchener",headphones;watch,0.100.0,0.98.0,pack,none,pre,False,,synthetic,profile,first_sample_anchor,,,,,,90,79,30.9,35.6,4.11,4.03,25.0,25.0,Foot clips re-mounted after R01 (bottom lace plus two more). Three sensors dropped in the last ~2 min and reconnected at session end (not battery). Phone GPS read 5.29 km on the 5.00 km course (+5.8 %); the watch read 5.00 km
4
- S01,R03,2026-09-14,outdoor,pavement,,,headphones;watch,0.100.0,0.98.0,pack,none,pre,False,,synthetic,profile,first_sample_anchor,,,,,,,,,,,,,,"The two foot sensors are about 0.3 s apart although time sync was on: timing between sensors is unreliable in this session, each sensor's own signal is fine"
5
- S01,R04,2026-09-14,outdoor,pavement,,,headphones;watch,0.100.0,0.98.0,pack,none,pre,False,,synthetic,profile,first_sample_anchor,,,,,,,,,,,,,,
6
- S01,R05,2026-09-17,indoor,track,,,none,0.100.0,0.98.0,pack,none,pre,False,,synthetic,profile,first_sample_anchor,HARDWARE_TS_TB,MISALIGNED,,,,73,72,32.3,27.4,4.15,4.13,30.5,29.0,
7
- S01,R06,2026-09-19,outdoor,pavement,race,,headphones,0.100.0,0.98.0,pack,none,pre,True,,synthetic,profile,first_sample_anchor,HARDWARE_TS_TB,MISALIGNED,,,,84,80,26.3,32.2,4.07,4.05,28.6,27.5,The recording ended about 15 min into the event
8
- S01,R07,2026-09-28,outdoor,pavement,,,,0.100.0,0.98.0,pack,on,pre,False,,synthetic,profile,first_sample_anchor,HARDWARE_TS_TB,ALIGNED,,samsung SM-S926W,none,100,95,23.6,25.3,4.1,4.03,25.4,24.1,The second phone (streaming to Bluetooth headphones) was in the same waist pack for the first ~23 min: IMU packet loss was 3-8 % while it was there and ~0 % after it was taken out. Three of the four IMU files end ~40 s before the session (under investigation)
9
- S01,R08,2026-09-30,outdoor,pavement,,,,,,hand,none,post,False,back,synthetic,profile,first_sample_anchor,HARDWARE_TS_TB,ALIGNED,5,samsung SM-S926W,none,100,98,24.5,19.5,4.14,4.08,28.4,25.7,"Phone carried in the hand. GPS off, so no pace profile; the barometer and step counter were still logged. The back sensor was loose and re-seated several times: trunk measures such as vertical oscillation are unreliable, the feet are unaffected. The pre-run calibration walk did not register on the feet, so the post-run calibration is used"
10
- S01,R09,2026-10-03,outdoor,pavement,parkrun,"Victoria Park parkrun, Kitchener",,,,pack,off,pre,True,,synthetic,profile,first_sample_anchor,HARDWARE_TS_TB,ALIGNED,5,samsung SM-S926W,none,90,88,23.8,23.5,4.08,4.05,28.6,26.2,"Dongle on a short USB cable; the second phone was in the same pack, powered off. The recording covers the first ~18 min of a ~41 min event: the sensor data then stopped with no error while sensors and dongle still reported connected (under investigation)"
 
1
+ subject,session,date,setting,surface,event,location,other_bluetooth_reported,sensor_firmware_reported,dongle_firmware_reported,phone_model_reported,phone_carry,calibration,terminated_early,unreliable_sensors,clock,gps,time_method,time_sync_mode,time_sync_verdict,samples_per_packet,phone_model,bluetooth_devices,phone_battery_start_pct,phone_battery_end_pct,phone_temp_start_c,phone_temp_end_c,sensor_voltage_start_v,sensor_voltage_end_v,sensor_temp_start_c,sensor_temp_end_c,notes
2
+ S01,R01,2026-09-07,outdoor,pavement,,,headphones;watch,0.100.0,0.98.0,samsung Galaxy S24,pack,pre,False,arm,synthetic,profile,first_sample_anchor,,,,,,,,,,4.17,4.17,,,"The wrist sensor (0000, labelled arm) came off mid-run when its tape failed and rode in a pocket or hand for most of the run: its stream is not wrist motion and its accelerometer clipping is handling. The right foot (3333) clipped 47 times (peak 23 g), the left foot (2222) never, possibly a mounting difference. Barometer at 24 Hz (later builds cap it at 1 Hz)"
3
+ S01,R02,2026-09-12,outdoor,pavement,parkrun,"Victoria Park parkrun, Kitchener",headphones;watch,0.100.0,0.98.0,samsung Galaxy S24,pack,pre,False,,synthetic,profile,first_sample_anchor,,,,,,90,79,30.9,35.6,4.11,4.03,25.0,25.0,Foot clips re-mounted after R01 (bottom lace plus two more). Three sensors dropped in the last ~2 min and reconnected at session end (not battery). Phone GPS read 5.29 km on the 5.00 km course (+5.8 %); the watch read 5.00 km
4
+ S01,R03,2026-09-14,outdoor,pavement,,,headphones;watch,0.100.0,0.98.0,samsung Galaxy S24,pack,pre,False,,synthetic,profile,first_sample_anchor,,,,,,,,,,,,,,"The two foot sensors are about 0.3 s apart although time sync was on: timing between sensors is unreliable in this session, each sensor's own signal is fine"
5
+ S01,R04,2026-09-14,outdoor,pavement,,,headphones;watch,0.100.0,0.98.0,samsung Galaxy S24,pack,pre,False,,synthetic,profile,first_sample_anchor,,,,,,,,,,,,,,
6
+ S01,R05,2026-09-17,indoor,track,,,none,0.100.0,0.98.0,samsung Galaxy S24,pack,pre,False,,synthetic,profile,first_sample_anchor,HARDWARE_TS_TB,MISALIGNED,,,,73,72,32.3,27.4,4.15,4.13,30.5,29.0,
7
+ S01,R06,2026-09-19,outdoor,pavement,race,,headphones,0.100.0,0.98.0,samsung Galaxy S24,pack,pre,True,,synthetic,profile,first_sample_anchor,HARDWARE_TS_TB,MISALIGNED,,,,84,80,26.3,32.2,4.07,4.05,28.6,27.5,The recording ended about 15 min into the event
8
+ S01,R07,2026-09-28,outdoor,pavement,,,,0.100.0,0.98.0,,pack,pre,False,,synthetic,profile,first_sample_anchor,HARDWARE_TS_TB,ALIGNED,,samsung SM-S926W,none,100,95,23.6,25.3,4.1,4.03,25.4,24.1,The second phone (streaming to Bluetooth headphones) was in the same waist pack for the first ~23 min: IMU packet loss was 3-8 % while it was there and ~0 % after it was taken out. Three of the four IMU files end ~40 s before the session
9
+ S01,R08,2026-09-30,outdoor,pavement,,,,,,,hand,post,False,back,synthetic,profile,first_sample_anchor,HARDWARE_TS_TB,ALIGNED,5,samsung SM-S926W,none,100,98,24.5,19.5,4.14,4.08,28.4,25.7,"Phone carried in the hand. GPS off, so no pace profile; the barometer and step counter were still logged. The back sensor was loose and re-seated several times: trunk measures such as vertical oscillation are unreliable, the feet are unaffected. The pre-run calibration walk did not register on the feet, so the post-run calibration is used"
10
+ S01,R09,2026-10-03,outdoor,pavement,parkrun,"Victoria Park parkrun, Kitchener",,,,,pack,pre,True,,synthetic,profile,first_sample_anchor,HARDWARE_TS_TB,ALIGNED,5,samsung SM-S926W,none,90,88,23.8,23.5,4.08,4.05,28.6,26.2,"Dongle on a short USB cable; the second phone was in the same pack, powered off. The recording covers the first ~18 min of a ~41 min event: the sensor data then stopped with no error while sensors and dongle still reported connected"
data/data_dictionary.md CHANGED
@@ -156,7 +156,6 @@ them, so the folders are anonymous on their own and this file sets the release's
156
  | `other_bluetooth_reported` | other Bluetooth devices on the phone as the participant remembers them (`none`, `headphones`, `watch`, `other`; `;`-separated), for sessions recorded before the app logged them; otherwise `null` |
157
  | `sensor_firmware_reported`, `dongle_firmware_reported` | firmware versions for sessions whose app build did not record them (`x.y.z`); otherwise `null`. `sessions.csv` uses the recorded value where there is one |
158
  | `phone_carry` | where the recording phone was: `pack` (waist pack) or `hand` |
159
- | `second_phone` | another phone carried with it: `none`, `off` (powered off) or `on` |
160
  | `calibration` | which calibration recording the metrics used: `pre` (before the run) or `post` (after it; when the pre-run one was unusable). Calibration recordings are not released |
161
  | `terminated_early` | `true` when the recording did not cover the whole run or event |
162
  | `unreliable_sensors` | `;`-list of placements whose data should not be used in that session (e.g. a sensor that came loose); `null` when all are usable |
@@ -165,7 +164,7 @@ them, so the folders are anonymous on their own and this file sets the release's
165
  | `time_method` | how `time` was placed on the host clock (1.2.1): `first_sample_anchor` |
166
  | `time_sync_mode`, `time_sync_verdict` | the sensor time-sync mode (e.g. `HARDWARE_TS_TB`) and its result: `ALIGNED` when every sensor's clock agreed with the reference sensor's within 50 ms at the end of the session, else `MISALIGNED`. `MISALIGNED` means timing *between* sensors (e.g. left vs right foot) is unreliable in that session; each sensor's own signal is unaffected. `null` when that app build did not record it |
167
  | `samples_per_packet` | samples per radio packet, for recordings whose `meta-summary.json` (schema 2) does not carry it |
168
- | `phone_model` | the recording phone (manufacturer and model) |
169
  | `bluetooth_devices` | other Bluetooth devices connected to the phone during the session, as recorded by the app: `;`-list of `headphones` / `watch` / `other`, or `none`; `null` for app builds before 2026-09-21 |
170
  | `phone_battery_start_pct`, `phone_battery_end_pct`, `phone_temp_start_c`, `phone_temp_end_c` | the recording phone's battery level and temperature at the start and end |
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  | `sensor_voltage_start_v`, `sensor_voltage_end_v` | the LEVEL sensors' battery voltage at the start and end of the session: the lowest across the sensors (V) |
@@ -214,7 +213,7 @@ One row per session; columns in groups, read left to right.
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  | | `transport`, `dongle_firmware`, `sensor_firmware`, `app_version` | how the data travelled, and versions |
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  | | `phone_model`, `bluetooth_devices` | host phone, and the other Bluetooth devices sharing its radio as a `;`-list of `none` / `headphones` / `watch` / `other` (from the app's record; for sessions before 2026-09-21, from the participant's report); blank = unknown |
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  | | `time_sync` | time-sync mode (blank = not recorded by that app build) |
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- | | `phone_carry`, `second_phone`, `calibration` | from `context/session_context.csv` |
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  | Data available | `gps`, `barometer`, `steps` | `true` when the session has that phone file (`gps` = the coordinate-free `pace_profile.csv`) |
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  | | `h10_hr`, `h10_ecg`, `h10_acc` | `true` when the session has that Polar H10 file |
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  | | `watch` | `true` when the session has the Fit3 files (`fit3/`) |
 
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  | `other_bluetooth_reported` | other Bluetooth devices on the phone as the participant remembers them (`none`, `headphones`, `watch`, `other`; `;`-separated), for sessions recorded before the app logged them; otherwise `null` |
157
  | `sensor_firmware_reported`, `dongle_firmware_reported` | firmware versions for sessions whose app build did not record them (`x.y.z`); otherwise `null`. `sessions.csv` uses the recorded value where there is one |
158
  | `phone_carry` | where the recording phone was: `pack` (waist pack) or `hand` |
 
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  | `calibration` | which calibration recording the metrics used: `pre` (before the run) or `post` (after it; when the pre-run one was unusable). Calibration recordings are not released |
160
  | `terminated_early` | `true` when the recording did not cover the whole run or event |
161
  | `unreliable_sensors` | `;`-list of placements whose data should not be used in that session (e.g. a sensor that came loose); `null` when all are usable |
 
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  | `time_method` | how `time` was placed on the host clock (1.2.1): `first_sample_anchor` |
165
  | `time_sync_mode`, `time_sync_verdict` | the sensor time-sync mode (e.g. `HARDWARE_TS_TB`) and its result: `ALIGNED` when every sensor's clock agreed with the reference sensor's within 50 ms at the end of the session, else `MISALIGNED`. `MISALIGNED` means timing *between* sensors (e.g. left vs right foot) is unreliable in that session; each sensor's own signal is unaffected. `null` when that app build did not record it |
166
  | `samples_per_packet` | samples per radio packet, for recordings whose `meta-summary.json` (schema 2) does not carry it |
167
+ | `phone_model` | the recording phone (manufacturer and model; for sessions before 2026-09-28, as reported by the participant) |
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  | `bluetooth_devices` | other Bluetooth devices connected to the phone during the session, as recorded by the app: `;`-list of `headphones` / `watch` / `other`, or `none`; `null` for app builds before 2026-09-21 |
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  | `phone_battery_start_pct`, `phone_battery_end_pct`, `phone_temp_start_c`, `phone_temp_end_c` | the recording phone's battery level and temperature at the start and end |
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  | `sensor_voltage_start_v`, `sensor_voltage_end_v` | the LEVEL sensors' battery voltage at the start and end of the session: the lowest across the sensors (V) |
 
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  | | `transport`, `dongle_firmware`, `sensor_firmware`, `app_version` | how the data travelled, and versions |
214
  | | `phone_model`, `bluetooth_devices` | host phone, and the other Bluetooth devices sharing its radio as a `;`-list of `none` / `headphones` / `watch` / `other` (from the app's record; for sessions before 2026-09-21, from the participant's report); blank = unknown |
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  | | `time_sync` | time-sync mode (blank = not recorded by that app build) |
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+ | | `phone_carry`, `calibration` | from `context/session_context.csv` |
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  | Data available | `gps`, `barometer`, `steps` | `true` when the session has that phone file (`gps` = the coordinate-free `pace_profile.csv`) |
218
  | | `h10_hr`, `h10_ecg`, `h10_acc` | `true` when the session has that Polar H10 file |
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  | | `watch` | `true` when the session has the Fit3 files (`fit3/`) |
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scripts/lvl_running/catalog.py CHANGED
@@ -211,13 +211,13 @@ def session_row(run_dir: str, data_root: str) -> dict:
211
  or info.get("dongle_firmware_reported") or None),
212
  "sensor_firmware": _join(s.get("firmwareVersion") for s in sensors) or info.get("sensor_firmware_reported") or None,
213
  "app_version": app.get("versionName"),
214
- "phone_model": info.get("phone_model"),
215
  # recorded by the app (builds from 2026-09-21), else the participant's report; blank = unknown
216
  "bluetooth_devices": info.get("bluetooth_devices") or info.get("other_bluetooth_reported"),
217
  # blank = not recorded (app builds before 2026-09-16 did not log it), not "off"
218
  "time_sync": info.get("time_sync_mode") or ({True: "on", False: "off"}.get(settings.get("time_sync"))),
219
  # how it was carried / calibrated (from context)
220
- "phone_carry": info.get("phone_carry"), "second_phone": info.get("second_phone"),
221
  "calibration": info.get("calibration"),
222
  # data available: one column per optional file type (the LEVEL sensors are sensor_count)
223
  **_available(run_dir),
 
211
  or info.get("dongle_firmware_reported") or None),
212
  "sensor_firmware": _join(s.get("firmwareVersion") for s in sensors) or info.get("sensor_firmware_reported") or None,
213
  "app_version": app.get("versionName"),
214
+ "phone_model": info.get("phone_model") or info.get("phone_model_reported"), # app record, else reported
215
  # recorded by the app (builds from 2026-09-21), else the participant's report; blank = unknown
216
  "bluetooth_devices": info.get("bluetooth_devices") or info.get("other_bluetooth_reported"),
217
  # blank = not recorded (app builds before 2026-09-16 did not log it), not "off"
218
  "time_sync": info.get("time_sync_mode") or ({True: "on", False: "off"}.get(settings.get("time_sync"))),
219
  # how it was carried / calibrated (from context)
220
+ "phone_carry": info.get("phone_carry"),
221
  "calibration": info.get("calibration"),
222
  # data available: one column per optional file type (the LEVEL sensors are sensor_count)
223
  **_available(run_dir),
sessions.csv CHANGED
@@ -1,10 +1,10 @@
1
- subject,date,session,setting,surface,event,location,sensor_count,placements,channels,sampling_rate_hz,samples_per_packet,transport,dongle_firmware,sensor_firmware,app_version,phone_model,bluetooth_devices,time_sync,phone_carry,second_phone,calibration,gps,barometer,steps,h10_hr,h10_ecg,h10_acc,watch,duration_min,distance_km,pace_min_km,hr_mean_bpm,hr_max_bpm,hr_source,cadence_mean_spm,cadence_source,loss_pct,effective_rate_hz,max_gap_s,long_gaps_per_hour,data_ends_early_s,terminated_early,time_sync_verdict,unreliable_sensors,phone_battery_start_pct,phone_battery_end_pct,phone_temp_start_c,phone_temp_end_c,sensor_voltage_start_v,sensor_voltage_end_v,sensor_temp_start_c,sensor_temp_end_c,n_files,size_mb,notes
2
- S01,2026-09-07,R01,outdoor,pavement,,,4,Arm;Back;Left Foot;Right Foot,accel+gyro,100.0,5,DONGLE,0.98.0,0.100.0,0.1.11-exp,,headphones;watch,,pack,none,pre,True,True,True,False,False,False,True,61.4,7.21,8.52,156.0,170.0,fit3,151.0,fit3,0.59,99.31,0.31,31.3,4.2,False,,arm,,,,,4.17,4.17,,,12,109.2,"The wrist sensor (0000, labelled arm) came off mid-run when its tape failed and rode in a pocket or hand for most of the run: its stream is not wrist motion and its accelerometer clipping is handling. The right foot (3333) clipped 47 times (peak 23 g), the left foot (2222) never, possibly a mounting difference. Barometer at 24 Hz (later builds cap it at 1 Hz)"
3
- S01,2026-09-12,R02,outdoor,pavement,parkrun,"Victoria Park parkrun, Kitchener",4,Back;Left Foot;Left Wrist;Right Foot,accel+gyro,100.0,5,DONGLE,0.98.0,0.100.0,0.1.12-exp,,headphones;watch,,pack,none,pre,True,True,True,True,True,True,True,44.3,5.29,8.38,159.0,178.0,polar_h10,153.0,fit3,10.4,89.52,0.66,766.5,123.1,False,,,90.0,79.0,30.9,35.6,4.11,4.03,25.0,25.0,11,110.3,Foot clips re-mounted after R01 (bottom lace plus two more). Three sensors dropped in the last ~2 min and reconnected at session end (not battery). Phone GPS read 5.29 km on the 5.00 km course (+5.8 %); the watch read 5.00 km
4
- S01,2026-09-14,R03,outdoor,pavement,,,4,Back;Left Foot;Left Wrist;Right Foot,accel+gyro,100.0,5,DONGLE,0.98.0,0.100.0,0.1.12-exp,,headphones;watch,,pack,none,pre,True,True,True,True,True,True,True,32.1,3.47,9.24,146.0,161.0,polar_h10,147.0,fit3,4.03,95.88,0.51,316.1,40.2,False,,,,,,,,,,,11,84.2,"The two foot sensors are about 0.3 s apart although time sync was on: timing between sensors is unreliable in this session, each sensor's own signal is fine"
5
- S01,2026-09-14,R04,outdoor,pavement,,,4,Back;Left Foot;Left Wrist;Right Foot,accel+gyro,100.0,5,DONGLE,0.98.0,0.100.0,0.1.12-exp,,headphones;watch,,pack,none,pre,True,True,True,False,False,False,True,27.9,2.91,9.85,148.0,160.0,fit3,145.0,fit3,4.13,95.78,1.51,296.3,18.8,False,,,,,,,,,,,8,49.9,
6
- S01,2026-09-17,R05,indoor,track,,,4,Back;Left Foot;Left Wrist;Right Foot,accel+gyro,100.0,5,DONGLE,0.98.0,0.100.0,0.1.12-exp,,none,HARDWARE_TS_TB,pack,none,pre,True,True,True,True,True,True,False,7.8,,,158.0,183.0,polar_h10,148.0,phone_steps,0.32,99.59,0.31,61.5,1.2,False,MISALIGNED,,73.0,72.0,32.3,27.4,4.15,4.13,30.5,29.0,11,21.0,
7
- S01,2026-09-19,R06,outdoor,pavement,race,,4,Back;Left Foot;Left Wrist;Right Foot,accel+gyro,100.0,5,DONGLE,0.98.0,0.100.0,0.1.12-exp,,headphones,HARDWARE_TS_TB,pack,none,pre,True,True,True,True,True,True,False,15.2,1.94,7.85,,,,154.0,phone_steps,6.61,93.31,0.71,410.3,237.8,True,MISALIGNED,,84.0,80.0,26.3,32.2,4.07,4.05,28.6,27.5,11,21.3,The recording ended about 15 min into the event
8
- S01,2026-09-28,R07,outdoor,pavement,,,4,Back;Left Foot;Left Wrist;Right Foot,accel+gyro,100.0,5,DONGLE,0.98.0,0.100.0,0.1.12-exp,samsung SM-S926W,none,HARDWARE_TS_TB,pack,on,pre,True,True,True,False,False,False,False,37.4,4.24,8.83,,,,152.0,phone_steps,3.63,96.28,0.41,229.2,42.1,False,ALIGNED,,100.0,95.0,23.6,25.3,4.1,4.03,25.4,24.1,8,73.4,The second phone (streaming to Bluetooth headphones) was in the same waist pack for the first ~23 min: IMU packet loss was 3-8 % while it was there and ~0 % after it was taken out. Three of the four IMU files end ~40 s before the session (under investigation)
9
- S01,2026-09-30,R08,outdoor,pavement,,,4,Back;Left Foot;Right Foot;Wrist,accel+gyro,100.0,5,DONGLE,0.102.0,0.102.0,0.1.13-exp,samsung SM-S926W,none,HARDWARE_TS_TB,hand,none,post,False,True,True,False,False,False,False,44.8,,,,,,151.0,phone_steps,0.71,99.21,0.31,40.2,7.4,False,ALIGNED,back,100.0,98.0,24.5,19.5,4.14,4.08,28.4,25.7,7,92.2,"Phone carried in the hand. GPS off, so no pace profile; the barometer and step counter were still logged. The back sensor was loose and re-seated several times: trunk measures such as vertical oscillation are unreliable, the feet are unaffected. The pre-run calibration walk did not register on the feet, so the post-run calibration is used"
10
- S01,2026-10-03,R09,outdoor,pavement,parkrun,"Victoria Park parkrun, Kitchener",4,Back;Left Foot;Right Foot;Wrist,accel+gyro,100.0,5,DONGLE,0.102.0,0.102.0,0.1.13-exp,samsung SM-S926W,none,HARDWARE_TS_TB,pack,off,pre,False,False,False,False,False,False,False,20.2,,,,,,,,0.0,99.91,0.01,0.0,108.6,True,ALIGNED,,90.0,88.0,23.8,23.5,4.08,4.05,28.6,26.2,5,37.4,"Dongle on a short USB cable; the second phone was in the same pack, powered off. The recording covers the first ~18 min of a ~41 min event: the sensor data then stopped with no error while sensors and dongle still reported connected (under investigation)"
 
1
+ subject,date,session,setting,surface,event,location,sensor_count,placements,channels,sampling_rate_hz,samples_per_packet,transport,dongle_firmware,sensor_firmware,app_version,phone_model,bluetooth_devices,time_sync,phone_carry,calibration,gps,barometer,steps,h10_hr,h10_ecg,h10_acc,watch,duration_min,distance_km,pace_min_km,hr_mean_bpm,hr_max_bpm,hr_source,cadence_mean_spm,cadence_source,loss_pct,effective_rate_hz,max_gap_s,long_gaps_per_hour,data_ends_early_s,terminated_early,time_sync_verdict,unreliable_sensors,phone_battery_start_pct,phone_battery_end_pct,phone_temp_start_c,phone_temp_end_c,sensor_voltage_start_v,sensor_voltage_end_v,sensor_temp_start_c,sensor_temp_end_c,n_files,size_mb,notes
2
+ S01,2026-09-07,R01,outdoor,pavement,,,4,Arm;Back;Left Foot;Right Foot,accel+gyro,100.0,5,DONGLE,0.98.0,0.100.0,0.1.11-exp,samsung Galaxy S24,headphones;watch,,pack,pre,True,True,True,False,False,False,True,61.4,7.21,8.52,156.0,170.0,fit3,151.0,fit3,0.59,99.31,0.31,31.3,4.2,False,,arm,,,,,4.17,4.17,,,12,109.2,"The wrist sensor (0000, labelled arm) came off mid-run when its tape failed and rode in a pocket or hand for most of the run: its stream is not wrist motion and its accelerometer clipping is handling. The right foot (3333) clipped 47 times (peak 23 g), the left foot (2222) never, possibly a mounting difference. Barometer at 24 Hz (later builds cap it at 1 Hz)"
3
+ S01,2026-09-12,R02,outdoor,pavement,parkrun,"Victoria Park parkrun, Kitchener",4,Back;Left Foot;Left Wrist;Right Foot,accel+gyro,100.0,5,DONGLE,0.98.0,0.100.0,0.1.12-exp,samsung Galaxy S24,headphones;watch,,pack,pre,True,True,True,True,True,True,True,44.3,5.29,8.38,159.0,178.0,polar_h10,153.0,fit3,10.4,89.52,0.66,766.5,123.1,False,,,90.0,79.0,30.9,35.6,4.11,4.03,25.0,25.0,11,110.3,Foot clips re-mounted after R01 (bottom lace plus two more). Three sensors dropped in the last ~2 min and reconnected at session end (not battery). Phone GPS read 5.29 km on the 5.00 km course (+5.8 %); the watch read 5.00 km
4
+ S01,2026-09-14,R03,outdoor,pavement,,,4,Back;Left Foot;Left Wrist;Right Foot,accel+gyro,100.0,5,DONGLE,0.98.0,0.100.0,0.1.12-exp,samsung Galaxy S24,headphones;watch,,pack,pre,True,True,True,True,True,True,True,32.1,3.47,9.24,146.0,161.0,polar_h10,147.0,fit3,4.03,95.88,0.51,316.1,40.2,False,,,,,,,,,,,11,84.2,"The two foot sensors are about 0.3 s apart although time sync was on: timing between sensors is unreliable in this session, each sensor's own signal is fine"
5
+ S01,2026-09-14,R04,outdoor,pavement,,,4,Back;Left Foot;Left Wrist;Right Foot,accel+gyro,100.0,5,DONGLE,0.98.0,0.100.0,0.1.12-exp,samsung Galaxy S24,headphones;watch,,pack,pre,True,True,True,False,False,False,True,27.9,2.91,9.85,148.0,160.0,fit3,145.0,fit3,4.13,95.78,1.51,296.3,18.8,False,,,,,,,,,,,8,49.9,
6
+ S01,2026-09-17,R05,indoor,track,,,4,Back;Left Foot;Left Wrist;Right Foot,accel+gyro,100.0,5,DONGLE,0.98.0,0.100.0,0.1.12-exp,samsung Galaxy S24,none,HARDWARE_TS_TB,pack,pre,True,True,True,True,True,True,False,7.8,,,158.0,183.0,polar_h10,148.0,phone_steps,0.32,99.59,0.31,61.5,1.2,False,MISALIGNED,,73.0,72.0,32.3,27.4,4.15,4.13,30.5,29.0,11,21.0,
7
+ S01,2026-09-19,R06,outdoor,pavement,race,,4,Back;Left Foot;Left Wrist;Right Foot,accel+gyro,100.0,5,DONGLE,0.98.0,0.100.0,0.1.12-exp,samsung Galaxy S24,headphones,HARDWARE_TS_TB,pack,pre,True,True,True,True,True,True,False,15.2,1.94,7.85,,,,154.0,phone_steps,6.61,93.31,0.71,410.3,237.8,True,MISALIGNED,,84.0,80.0,26.3,32.2,4.07,4.05,28.6,27.5,11,21.3,The recording ended about 15 min into the event
8
+ S01,2026-09-28,R07,outdoor,pavement,,,4,Back;Left Foot;Left Wrist;Right Foot,accel+gyro,100.0,5,DONGLE,0.98.0,0.100.0,0.1.12-exp,samsung SM-S926W,none,HARDWARE_TS_TB,pack,pre,True,True,True,False,False,False,False,37.4,4.24,8.83,,,,152.0,phone_steps,3.63,96.28,0.41,229.2,42.1,False,ALIGNED,,100.0,95.0,23.6,25.3,4.1,4.03,25.4,24.1,8,73.4,The second phone (streaming to Bluetooth headphones) was in the same waist pack for the first ~23 min: IMU packet loss was 3-8 % while it was there and ~0 % after it was taken out. Three of the four IMU files end ~40 s before the session
9
+ S01,2026-09-30,R08,outdoor,pavement,,,4,Back;Left Foot;Right Foot;Wrist,accel+gyro,100.0,5,DONGLE,0.102.0,0.102.0,0.1.13-exp,samsung SM-S926W,none,HARDWARE_TS_TB,hand,post,False,True,True,False,False,False,False,44.8,,,,,,151.0,phone_steps,0.71,99.21,0.31,40.2,7.4,False,ALIGNED,back,100.0,98.0,24.5,19.5,4.14,4.08,28.4,25.7,7,92.2,"Phone carried in the hand. GPS off, so no pace profile; the barometer and step counter were still logged. The back sensor was loose and re-seated several times: trunk measures such as vertical oscillation are unreliable, the feet are unaffected. The pre-run calibration walk did not register on the feet, so the post-run calibration is used"
10
+ S01,2026-10-03,R09,outdoor,pavement,parkrun,"Victoria Park parkrun, Kitchener",4,Back;Left Foot;Right Foot;Wrist,accel+gyro,100.0,5,DONGLE,0.102.0,0.102.0,0.1.13-exp,samsung SM-S926W,none,HARDWARE_TS_TB,pack,pre,False,False,False,False,False,False,False,20.2,,,,,,,,0.0,99.91,0.01,0.0,108.6,True,ALIGNED,,90.0,88.0,23.8,23.5,4.08,4.05,28.6,26.2,5,37.4,"Dongle on a short USB cable; the second phone was in the same pack, powered off. The recording covers the first ~18 min of a ~41 min event: the sensor data then stopped with no error while sensors and dongle still reported connected"