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Datasets:
Nasim435
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Imola-lap-data

Tasks:
Tabular Regression
Time Series Forecasting
Modalities:
Tabular
Formats:
parquet
Languages:
English
Size:
100K - 1M
Tags:
sim-racing
telemetry
motorsport
vehicle-dynamics
time-series
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metadata 
license: mit
language:
  - en
task_categories:
  - tabular-regression
  - time-series-forecasting
tags:
  - sim-racing
  - telemetry
  - motorsport
  - vehicle-dynamics
  - time-series
pretty_name: Zandvoort McLaren F1 GTR Telemetry Dataset
size_categories:
  - 100K<n<1M
MIT
Motorsport Telemetry  ·  Dataset Card
Imola Ferrari 458 GT2

High-frequency sim racing telemetry recorded from Assetto Corsa using shared memory extraction. Contains GTE race car vehicle dynamics, tire telemetry, suspension behavior, braking data, and racing inputs across 15 laps at Imola using the Ferrari 458 GT2 — a Le Mans GTE champion in full race trim.

100 Hz Telemetry GTE · GT2 Assetto Corsa Imola CSV Parquet MIT License Motorsport ML
01Track
Imola circuit map
Circuit
Imola
Laps
15
Weather
Clear
Layout ID
imola
Ambient Temp
26 °C
02Vehicle
Ferrari 458 GT2
Power
470
bhp
RPM
8500
Torque
520
Nm
Power & Torque Curve
— POWER -- TORQUE
03Vehicle Specifications
CarFerrari 458 GT2
BrandFerrari — Maranello, Italy
ClassGTE / GT2 — Race Configuration
DrivetrainRWD — Sequential Gearbox
EngineV8 4.5 L, naturally aspirated
Race Power470 bhp — restricted from 570+ bhp
Max Torque520 Nm
Curb Weight1,245 kg
Top Speed270+ km/h
Power / Weight2.65 kg / hp
Fuel Capacity110 L
04Dataset Information
Simulator
Assetto Corsa
Sampling Rate
100 Hz
Format
CSV + Parquet
Source
Shared Memory
Total Laps
15
Data Points
~117k
Performance Envelope
Power
470 bhp
Torque
520 Nm
Max RPM
8500
Weight
1,245 kg
05Telemetry Features
Driver Inputs
throttle
brake
clutch
steer_angle
Vehicle State
speed_kmh
rpms
gear
fuel
Dynamics
g_lat
g_lon
yaw_rate
slip_angle
Tyre Telemetry
tyre_core_*
slip_*
psi_*
wear_*
Suspension
susp_*
ride_height_f
ride_height_r
Position & Motion
pos_x
pos_z
vel_*
lap_progress
06Session Metadata
{ "car": "ferrari_458_gt2", "track": "imola", "max_rpm": 8300, "max_power_w": 310789.375, "max_torque_nm": 466.0, "max_fuel_l": 110.0 }
07File Structure
dataset/

├── README.md ├── session_info.json ├── specs.json ├── car.jpg ├── track.png ├── telemetry.csv └── telemetry.parquet

08Data Collection

Telemetry extracted from Assetto Corsa shared memory at 100 Hz across 15 consecutive laps at Imola with no data gaps. The 458 GT2's restricted race engine and RWD balance produce uniquely characterful throttle-on-exit and traction-limit data. Collection tool open-sourced on GitHub.

AC-Datalogger ↗
Built for motorsport telemetry analysis · ML research · racing analytics