| --- |
| 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 |
| --- |
| |
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| |
| <div class="fe"> |
| |
| <div class="fe-tape"></div> |
| <div class="fe-hero"> |
| <div class="fe-hero-stripe"></div> |
| <div class="fe-corner"></div> |
| <div class="fe-corner-lbl">MIT</div> |
| <div class="fe-eyebrow">Motorsport Telemetry · Dataset Card</div> |
| <div class="fe-h1">Imola <span>Ferrari 458 GT2</span></div> |
| <p class="fe-desc">High-frequency sim racing telemetry recorded from <strong>Assetto Corsa</strong> 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.</p> |
| <div class="fe-pills"> |
| <span class="fe-pill fe-pill-hot">100 Hz Telemetry</span> |
| <span class="fe-pill fe-pill-hot">GTE · GT2</span> |
| <span class="fe-pill fe-pill-red">Assetto Corsa</span> |
| <span class="fe-pill fe-pill-red">Imola</span> |
| <span class="fe-pill fe-pill-dim">CSV</span> |
| <span class="fe-pill fe-pill-dim">Parquet</span> |
| <span class="fe-pill fe-pill-dim">MIT License</span> |
| <span class="fe-pill fe-pill-dim">Motorsport ML</span> |
| </div> |
| </div> |
| |
| <div class="fe-g2"> |
| |
| <div class="fe-panel"> |
| <div class="fe-notch"></div> |
| <div class="fe-phead"><span class="fe-pnum">01</span><span class="fe-ptitle">Track</span></div> |
| <div class="fe-pbody"> |
| <img src="map.png" alt="Imola circuit map" class="fe-img fe-img-track" style="margin-bottom:12px;"/> |
| <div class="fe-srow"> |
| <div class="fe-sbox"><div class="fe-slbl">Circuit</div><div class="fe-sval" style="font-size:1.1rem;">Imola</div></div> |
| <div class="fe-sbox"><div class="fe-slbl">Laps</div><div class="fe-sval">15</div></div> |
| <div class="fe-sbox"><div class="fe-slbl">Weather</div><div class="fe-sval" style="font-size:1.1rem;">Clear</div></div> |
| </div> |
| <div class="fe-mcg"> |
| <div class="fe-mc"> |
| <div class="fe-mlbl">Layout ID</div> |
| <div class="fe-mval mono">imola</div> |
| </div> |
| <div class="fe-mc"> |
| <div class="fe-mlbl">Ambient Temp</div> |
| <div class="fe-mval mono">26 °C</div> |
| </div> |
| </div> |
| </div> |
| </div> |
| |
| <div class="fe-panel"> |
| <div class="fe-notch"></div> |
| <div class="fe-phead"><span class="fe-pnum">02</span><span class="fe-ptitle">Vehicle</span></div> |
| <div class="fe-pbody"> |
| <img src="car.jpg" alt="Ferrari 458 GT2" class="fe-img fe-img-car" style="margin-bottom:12px;"/> |
| <div class="fe-srow"> |
| <div class="fe-sbox"><div class="fe-slbl">Power</div><div class="fe-sval">470</div><div class="fe-slbl">bhp</div></div> |
| <div class="fe-sbox"><div class="fe-slbl">RPM</div><div class="fe-sval">8500</div></div> |
| <div class="fe-sbox"><div class="fe-slbl">Torque</div><div class="fe-sval">520</div><div class="fe-slbl">Nm</div></div> |
| </div> |
| <div class="fe-slbl" style="margin-bottom:5px;">Power & Torque Curve</div> |
| <svg class="fe-curve" viewBox="0 0 400 80" preserveAspectRatio="none" xmlns="http://www.w3.org/2000/svg"> |
| <path d="M0,78 L22,70 L44,61 L66,50 L88,40 L110,30 L132,20 L154,12 L176,7 L198,4 L218,3 L238,3 L258,4 L275,4 L295,6 L315,8 L340,11 L400,14 L400,80 Z" fill="rgba(204,0,0,0.15)"/> |
| <path d="M0,78 L22,70 L44,61 L66,50 L88,40 L110,30 L132,20 L154,12 L176,7 L198,4 L218,3 L238,3 L258,4 L275,4 L295,6 L315,8 L340,11 L400,14" fill="none" stroke="#CC0000" stroke-width="1.5"/> |
| <path d="M0,68 L22,54 L44,42 L66,32 L88,21 L110,13 L132,7 L154,4 L170,3 L185,3 L200,4 L220,6 L240,9 L260,14 L280,22 L300,32 L320,42 L350,52 L400,62" fill="none" stroke="#C0C4CC" stroke-width="1" stroke-dasharray="4,3"/> |
| </svg> |
| <div class="fe-clgd"> |
| <span style="color:var(--red);">— POWER</span> |
| <span style="color:var(--amb);">-- TORQUE</span> |
| </div> |
| </div> |
| </div> |
| |
| </div> |
| |
| <div class="fe-g2"> |
| |
| <div class="fe-panel"> |
| <div class="fe-notch"></div> |
| <div class="fe-phead"><span class="fe-pnum">03</span><span class="fe-ptitle">Vehicle Specifications</span></div> |
| <div class="fe-pbody" style="padding:0;"> |
| <table class="fe-specs"> |
| <tr><td class="fe-sk">Car</td><td class="fe-sv"><b>Ferrari 458 GT2</b></td></tr> |
| <tr><td class="fe-sk">Brand</td><td class="fe-sv">Ferrari — Maranello, Italy</td></tr> |
| <tr><td class="fe-sk">Class</td><td class="fe-sv">GTE / GT2 — Race Configuration</td></tr> |
| <tr><td class="fe-sk">Drivetrain</td><td class="fe-sv">RWD — Sequential Gearbox</td></tr> |
| <tr><td class="fe-sk">Engine</td><td class="fe-sv">V8 4.5 L, naturally aspirated</td></tr> |
| <tr><td class="fe-sk">Race Power</td><td class="fe-sv"><b>470 bhp</b> — restricted from 570+ bhp</td></tr> |
| <tr><td class="fe-sk">Max Torque</td><td class="fe-sv"><b>520 Nm</b></td></tr> |
| <tr><td class="fe-sk">Curb Weight</td><td class="fe-sv"><b>1,245 kg</b></td></tr> |
| <tr><td class="fe-sk">Top Speed</td><td class="fe-sv">270+ km/h</td></tr> |
| <tr><td class="fe-sk">Power / Weight</td><td class="fe-sv">2.65 kg / hp</td></tr> |
| <tr><td class="fe-sk">Fuel Capacity</td><td class="fe-sv"><b>110 L</b></td></tr> |
| </table> |
| </div> |
| </div> |
| |
| <div class="fe-panel"> |
| <div class="fe-notch"></div> |
| <div class="fe-phead"><span class="fe-pnum">04</span><span class="fe-ptitle">Dataset Information</span></div> |
| <div class="fe-pbody"> |
| <div class="fe-mcg"> |
| <div class="fe-mc"><div class="fe-mlbl">Simulator</div><div class="fe-mval">Assetto Corsa</div></div> |
| <div class="fe-mc"><div class="fe-mlbl">Sampling Rate</div><div class="fe-mval">100 Hz</div></div> |
| <div class="fe-mc"><div class="fe-mlbl">Format</div><div class="fe-mval mono">CSV + Parquet</div></div> |
| <div class="fe-mc"><div class="fe-mlbl">Source</div><div class="fe-mval">Shared Memory</div></div> |
| <div class="fe-mc"><div class="fe-mlbl">Total Laps</div><div class="fe-mval">15</div></div> |
| <div class="fe-mc"><div class="fe-mlbl">Data Points</div><div class="fe-mval">~117k</div></div> |
| </div> |
| <div class="fe-acc"></div> |
| <div class="fe-slbl" style="margin-bottom:9px;">Performance Envelope</div> |
| <div class="fe-brow"><span class="fe-blbl">Power</span><div class="fe-btrack"><div class="fe-bfill" style="width:76%;"></div></div><span class="fe-bnum">470 bhp</span></div> |
| <div class="fe-brow"><span class="fe-blbl">Torque</span><div class="fe-btrack"><div class="fe-bfill" style="width:85%;"></div></div><span class="fe-bnum">520 Nm</span></div> |
| <div class="fe-brow"><span class="fe-blbl">Max RPM</span><div class="fe-btrack"><div class="fe-bfill r" style="width:82%;"></div></div><span class="fe-bnum">8500</span></div> |
| <div class="fe-brow"><span class="fe-blbl">Weight</span><div class="fe-btrack"><div class="fe-bfill r" style="width:68%;"></div></div><span class="fe-bnum">1,245 kg</span></div> |
| </div> |
| </div> |
| |
| </div> |
| |
| <div class="fe-panel"> |
| <div class="fe-notch"></div> |
| <div class="fe-phead"><span class="fe-pnum">05</span><span class="fe-ptitle">Telemetry Features</span></div> |
| <div class="fe-pbody"> |
| <div class="fe-fg"> |
| <div class="fe-fc"><div class="fe-fh">Driver Inputs</div><div class="fe-fl">throttle<br>brake<br>clutch<br>steer_angle</div></div> |
| <div class="fe-fc"><div class="fe-fh">Vehicle State</div><div class="fe-fl">speed_kmh<br>rpms<br>gear<br>fuel</div></div> |
| <div class="fe-fc"><div class="fe-fh">Dynamics</div><div class="fe-fl">g_lat<br>g_lon<br>yaw_rate<br>slip_angle</div></div> |
| <div class="fe-fc"><div class="fe-fh">Tyre Telemetry</div><div class="fe-fl">tyre_core_*<br>slip_*<br>psi_*<br>wear_*</div></div> |
| <div class="fe-fc"><div class="fe-fh">Suspension</div><div class="fe-fl">susp_*<br>ride_height_f<br>ride_height_r</div></div> |
| <div class="fe-fc"><div class="fe-fh">Position & Motion</div><div class="fe-fl">pos_x<br>pos_z<br>vel_*<br>lap_progress</div></div> |
| </div> |
| </div> |
| </div> |
| |
| <div class="fe-g2"> |
|
|
| <div class="fe-panel"> |
| <div class="fe-notch"></div> |
| <div class="fe-phead"><span class="fe-pnum">06</span><span class="fe-ptitle">Session Metadata</span></div> |
| <div class="fe-pbody"> |
| <div class="fe-code">{ |
| <span class="k">"car"</span>: <span class="s">"ferrari_458_gt2"</span>, |
| <span class="k">"track"</span>: <span class="s">"imola"</span>, |
| <span class="k">"max_rpm"</span>: <span class="n">8300</span>, |
| <span class="k">"max_power_w"</span>: <span class="n">310789.375</span>, |
| <span class="k">"max_torque_nm"</span>: <span class="n">466.0</span>, |
| <span class="k">"max_fuel_l"</span>: <span class="n">110.0</span> |
| }</div> |
| </div> |
| </div> |
| |
| <div class="fe-panel"> |
| <div class="fe-notch"></div> |
| <div class="fe-phead"><span class="fe-pnum">07</span><span class="fe-ptitle">File Structure</span></div> |
| <div class="fe-pbody"> |
| <div class="fe-tree"> |
| <span class="d">dataset/</span> |
| |
| <span class="sym">├──</span> README.md |
| <span class="sym">├──</span> session_info.json |
| <span class="sym">├──</span> specs.json |
| <span class="sym">├──</span> car.jpg |
| <span class="sym">├──</span> track.png |
| <span class="sym">├──</span> telemetry.csv |
| <span class="sym">└──</span> telemetry.parquet</div> |
| </div> |
| </div> |
| |
| </div> |
| |
| <div class="fe-panel"> |
| <div class="fe-notch"></div> |
| <div class="fe-phead"><span class="fe-pnum">08</span><span class="fe-ptitle">Data Collection</span></div> |
| <div class="fe-pbody"> |
| <div class="fe-coll"> |
| <p class="fe-ct">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.</p> |
| <a class="fe-link" href="https://github.com/nasim-raj-laskar/AC-Datalogger">AC-Datalogger ↗</a> |
| </div> |
| </div> |
| </div> |
| |
| <div class="fe-foot">Built for motorsport telemetry analysis · ML research · racing analytics</div> |
| |
| </div> |
