Telemetry-Lap-data
Collection
High-frequency Assetto Corsa telemetry datasets for ML, motorsport analytics, and real-time telemetry engineering. • 10 items • Updated • 1
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MIT
Motorsport Telemetry · Dataset Card
Nürburgring Sesto Elemento Telemetry
High-frequency sim racing telemetry recorded from Assetto Corsa using shared memory extraction. Contains hypercar vehicle dynamics, tire telemetry, suspension behavior, braking data, and racing inputs across 10 laps at Nürburgring using the Lamborghini Sesto Elemento — 999 kg of carbon-fiber fury.
100 Hz Telemetry
Hypercar
Assetto Corsa
Nürburgring
CSV
Parquet
MIT License
Motorsport ML
01Track
Circuit
Nürburgring
Laps
10
Layout ID
ks_nurburgring
02Vehicle
Power
570
hp
RPM
8700
Torque
540
Nm
Power & Torque Curve
— POWER
-- TORQUE
03Vehicle Specifications
| Car | Lamborghini Sesto Elemento |
| Brand | Lamborghini |
| Class | Hypercar — Street / Track |
| Drivetrain | AWD — Sequential Gearbox |
| Engine | V10, naturally aspirated |
| Power Output | 570 hp / 347.6 kW |
| Max Torque | 540 Nm |
| Curb Weight | 999 kg — full carbon fiber |
| Top Speed | 350 km/h |
| 0–100 km/h | 2.5 s |
| Power / Weight | 1.75 kg / hp |
| Fuel Capacity | 90 L |
04Dataset Information
Simulator
Assetto Corsa
Sampling Rate
100 Hz
Format
CSV + Parquet
Source
Shared Memory
Performance Envelope
Power
570 hp
Torque
540 Nm
Max RPM
8700
0–100
2.5 s
05Telemetry Features
Driver Inputs
throttle
brake
clutch
steer_angle
brake
clutch
steer_angle
Vehicle State
speed_kmh
rpms
gear
fuel
rpms
gear
fuel
Dynamics
g_lat
g_lon
yaw_rate
slip_angle
g_lon
yaw_rate
slip_angle
Tire Telemetry
tyre_core_*
slip_*
psi_*
wear_*
slip_*
psi_*
wear_*
Suspension
susp_*
ride_height_f
ride_height_r
ride_height_f
ride_height_r
Position & Motion
pos_x
pos_z
vel_*
lap_progress
pos_z
vel_*
lap_progress
06Session Metadata
{
"car": "ks_lamborghini_sesto_elemento",
"track": "ks_nurburgring",
"max_rpm": 8700,
"max_power_w": 347604.0,
"max_torque_nm": 454.0,
"max_fuel_l": 90.0
}
07File Structure
dataset/
├── README.md ├── session_info.json ├── car.jpg ├── track.png ├── telemetry.csv └── telemetry.parquet
08Data Collection
Telemetry extracted from Assetto Corsa shared memory at 100 Hz across 10 consecutive laps at Nürburgring with no data gaps. The Sesto Elemento's extreme power-to-weight ratio and AWD system produce uniquely rich lateral-G and suspension telemetry. Collection tool open-sourced on GitHub.
AC-Datalogger ↗Built for motorsport telemetry analysis · ML research · racing analytics
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