class F1DataAnalyst:
def __init__(self):
self.tools = ["FastF1", "Pandas", "NumPy", "Matplotlib"]
self.tracks = ["Monaco", "Spa", "Monza"]
def analyze(self):
return {
"telemetry": "Speed, throttle, brake, gear",
"g_forces": "Up to 5.8G lateral, 5.5G braking",
"aero": "Downforce exceeds car weight at 200km/h!",
"strategy": "Tire degradation & pit optimization"
} |
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Streamline flow, pressure fields, and force vectors - Real-time airflow visualization
Monaco GP - Live speed, G-force gauge, throttle/brake, tire compound, DRS
Cross-track comparison: Monaco vs Spa vs Monza
Aerodynamic analysis with downforce/drag calculations
Spa GP - Real telemetry driving car positions