Sample Data Generator

💡 Full Feature Data Generation This generator creates sample data with all 40+ sensor features used by the prediction model, including accelerometer, gyroscope, orientation, magnetometer, barometer, and GPS data. The model will process this data to predict road conditions.

Configuration 40+ Features

Number of Data Points: How many sensor readings to generate (10-10000)

Hazard Percentage (for pattern generation): Controls the sensor patterns - higher values generate more bump/pothole-like patterns

Hazard Type Distribution:

Bumps %:

Potholes %:

Distribution of hazard patterns (should total 100%)

Temperature (°C):

Humidity (%):

Cloud Cover (%):

Wind Speed (km/h):

Starting Location:

Latitude:

Longitude:

Label Options:

Include ground truth labels for verification

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Configuration 40+ Features

Preview

First 10 Rows (showing key columns)