id stringclasses 10
values | hazard dict | label dict |
|---|---|---|
case_001 | {
"hazardType": "Low Visibility",
"location": {
"area": "Kalamazoo",
"lat": 42.2917,
"lng": -85.5872,
"road": "I-94"
},
"roadType": "highway",
"timeOfDay": "14:17",
"trafficSpeedKph": 35,
"weather": {
"condition": "fog",
"temperatureC": 7,
"visibilityM": 56
}
} | {
"explanation": "Low Visibility under fog conditions with visibility around 56 m and current traffic conditions results in a low risk level.",
"recommendedAction": "Use low-beam headlights, slow down, and increase following distance.",
"riskLevel": "low",
"severity": 4
} |
case_002 | {
"hazardType": "Work Zone",
"location": {
"area": "Grand Rapids",
"lat": 42.9634,
"lng": -85.6681,
"road": "I-196"
},
"roadType": "highway",
"timeOfDay": "16:37",
"trafficSpeedKph": 48,
"weather": {
"condition": "clear",
"temperatureC": 11,
"visibilityM": 3190
}
} | {
"explanation": "Work Zone under clear conditions with visibility around 3190 m and current traffic conditions results in a medium risk level.",
"recommendedAction": "Expect delays, reduce speed, and merge early when approaching the incident.",
"riskLevel": "medium",
"severity": 6
} |
case_003 | {
"hazardType": "Heavy Rain",
"location": {
"area": "Grand Rapids",
"lat": 42.9634,
"lng": -85.6681,
"road": "US-131"
},
"roadType": "highway",
"timeOfDay": "11:29",
"trafficSpeedKph": 89,
"weather": {
"condition": "heavy_rain",
"temperatureC": 11,
"visibilityM": 484
}
} | {
"explanation": "Heavy Rain under heavy_rain conditions with visibility around 484 m and current traffic conditions results in a medium risk level.",
"recommendedAction": "Use low-beam headlights, slow down, and increase following distance.",
"riskLevel": "medium",
"severity": 6
} |
case_004 | {
"hazardType": "Crash",
"location": {
"area": "Flint",
"lat": 43.0125,
"lng": -83.6875,
"road": "I-75"
},
"roadType": "highway",
"timeOfDay": "06:14",
"trafficSpeedKph": 84,
"weather": {
"condition": "clear",
"temperatureC": 19,
"visibilityM": 3857
}
} | {
"explanation": "Crash under clear conditions with visibility around 3857 m and current traffic conditions results in a high risk level.",
"recommendedAction": "Expect delays, reduce speed, and merge early when approaching the incident.",
"riskLevel": "high",
"severity": 9
} |
case_005 | {
"hazardType": "Road Debris",
"location": {
"area": "Marquette",
"lat": 46.5436,
"lng": -87.3956,
"road": "US-41"
},
"roadType": "highway",
"timeOfDay": "20:45",
"trafficSpeedKph": 76,
"weather": {
"condition": "clear",
"temperatureC": 1,
"visibilityM": 1638
}
} | {
"explanation": "Road Debris under clear conditions with visibility around 1638 m and current traffic conditions results in a low risk level.",
"recommendedAction": "Reduce speed and avoid affected lanes where possible.",
"riskLevel": "low",
"severity": 4
} |
case_006 | {
"hazardType": "Rear-End Crash",
"location": {
"area": "Detroit",
"lat": 42.3484,
"lng": -83.058,
"road": "Gratiot Ave"
},
"roadType": "urban",
"timeOfDay": "03:55",
"trafficSpeedKph": 51,
"weather": {
"condition": "clear",
"temperatureC": 1,
"visibilityM": 2447
}
} | {
"explanation": "Rear-End Crash under clear conditions with visibility around 2447 m and current traffic conditions results in a medium risk level.",
"recommendedAction": "Expect delays, reduce speed, and merge early when approaching the incident.",
"riskLevel": "medium",
"severity": 7
} |
case_007 | {
"hazardType": "Work Zone",
"location": {
"area": "Grand Rapids",
"lat": 42.9634,
"lng": -85.6681,
"road": "US-131"
},
"roadType": "highway",
"timeOfDay": "00:42",
"trafficSpeedKph": 90,
"weather": {
"condition": "clear",
"temperatureC": 14,
"visibilityM": 4826
}
} | {
"explanation": "Work Zone under clear conditions with visibility around 4826 m and current traffic conditions results in a medium risk level.",
"recommendedAction": "Expect delays, reduce speed, and merge early when approaching the incident.",
"riskLevel": "medium",
"severity": 7
} |
case_008 | {
"hazardType": "Pothole",
"location": {
"area": "Traverse City",
"lat": 44.7631,
"lng": -85.6206,
"road": "M-72"
},
"roadType": "rural",
"timeOfDay": "04:40",
"trafficSpeedKph": 101,
"weather": {
"condition": "clear",
"temperatureC": 16,
"visibilityM": 3835
}
} | {
"explanation": "Pothole under clear conditions with visibility around 3835 m and current traffic conditions results in a low risk level.",
"recommendedAction": "Reduce speed and avoid affected lanes where possible.",
"riskLevel": "low",
"severity": 4
} |
case_009 | {
"hazardType": "Flooding",
"location": {
"area": "Monroe",
"lat": 41.9164,
"lng": -83.3977,
"road": "I-75"
},
"roadType": "highway",
"timeOfDay": "00:52",
"trafficSpeedKph": 39,
"weather": {
"condition": "heavy_rain",
"temperatureC": 15,
"visibilityM": 919
}
} | {
"explanation": "Flooding under heavy_rain conditions with visibility around 919 m and current traffic conditions results in a high risk level.",
"recommendedAction": "Expect delays, reduce speed, and merge early when approaching the incident.",
"riskLevel": "high",
"severity": 9
} |
case_010 | {
"hazardType": "High Winds",
"location": {
"area": "Ann Arbor",
"lat": 42.2808,
"lng": -83.743,
"road": "US-23"
},
"roadType": "highway",
"timeOfDay": "14:01",
"trafficSpeedKph": 87,
"weather": {
"condition": "wind",
"temperatureC": 8,
"visibilityM": 4039
}
} | {
"explanation": "High Winds under wind conditions with visibility around 4039 m and current traffic conditions results in a high risk level.",
"recommendedAction": "Expect delays, reduce speed, and merge early when approaching the incident.",
"riskLevel": "high",
"severity": 9
} |
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